{"as_of":"2026-08-13T02:04:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:51f18186bd829d7fb57a615d834b36bb28d2f70d97aa80f704186422066a5156","coverage":[{"denominator":50,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":50,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-16T03:53:47.396742Z","state":"measured"},{"denominator":144,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":144,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-12T06:34:41.77262+00:00","state":"measured"},{"denominator":94,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":94,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T18:48:19.352788Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"pith","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":2,"observed_at":"2026-08-05T02:28:24.338817Z","source":"pith"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-11T16:56:06.551972Z","title":"GLM-4-V oice: Towards intelligent and human-like end- to-end spoken chatbot","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.09596","last_updated":"2024-12-12T18:58:30Z","snapshot_observed_at":"2026-08-12T23:49:37.475723Z","submitted_at":"2024-12-12T18:58:30Z","title":"InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions","version":1},"reference_index":137,"source":"pdf_text","source_observed_at":"2026-08-11T16:56:06.551972Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2412.09596"},"observation_digest":"sha256:dafa790f6a095467cfce61924c5de76e5eb3e34d39cfd199214195b3a24c4ec6","observation_id":"9f82f6b4-caf6-49c0-9063-ba3a842259f1","resolution":{"observed_at":"2026-08-11T16:56:06.551972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-11T11:18:40.459612Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.15649","last_updated":"2024-12-20T08:05:55Z","snapshot_observed_at":"2026-08-12T05:23:04.133755Z","submitted_at":"2024-12-20T08:05:55Z","title":"SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-11T11:18:40.459612Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2412.15649"},"observation_digest":"sha256:31573170b94652d33f2677900bf354cecb8cfeba08037767e3ba562d07a59ff0","observation_id":"81f76123-dd3a-464e-91bc-16ec47d7dc7c","resolution":{"observed_at":"2026-08-11T11:18:40.459612Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-11T10:50:49.064735Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.16102","last_updated":"2025-08-09T10:01:51Z","snapshot_observed_at":"2026-08-12T13:08:00.831351Z","submitted_at":"2024-12-20T17:43:50Z","title":"Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis","version":3},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-11T10:50:49.064735Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2412.16102"},"observation_digest":"sha256:88b2ca01b128f35055dd6b1e55ef46bb66c9544bcf59ad1d9b56065d809c2d91","observation_id":"1c2aa9ce-c2a9-4cdd-b070-202333293215","resolution":{"observed_at":"2026-08-11T10:50:49.064735Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-10T21:27:45.655157Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.04877","last_updated":"2025-01-08T23:21:43Z","snapshot_observed_at":"2026-08-11T01:48:35.864211Z","submitted_at":"2025-01-08T23:21:43Z","title":"Real-Time Textless Dialogue Generation","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-10T21:27:45.655157Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2501.04877"},"observation_digest":"sha256:252ea186a82df70d7b605ef40734d8ca3a3bd67eca289f6d0400ea2b749d3aec","observation_id":"365b9f81-3b01-4293-9079-df43b2aeaeaa","resolution":{"observed_at":"2026-08-10T21:27:45.655157Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-10T21:24:18.278793Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.04962","last_updated":"2025-05-27T16:14:30Z","snapshot_observed_at":"2026-08-11T15:34:43.632483Z","submitted_at":"2025-01-09T04:30:12Z","title":"VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models","version":4},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-10T21:24:18.278793Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2501.04962"},"observation_digest":"sha256:09bb18834c06a0e45d557f01c65377189765c4536600287811c12187dc07e173","observation_id":"3d5e7723-6d36-414f-a1d0-1646215d8e72","resolution":{"observed_at":"2026-08-10T21:24:18.278793Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-10T21:10:56.860538Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.06282","last_updated":"2025-01-10T15:55:27Z","snapshot_observed_at":"2026-08-11T15:34:38.423745Z","submitted_at":"2025-01-10T15:55:27Z","title":"MinMo: A Multimodal Large Language Model for Seamless Voice Interaction","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-10T21:10:56.860538Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2501.06282"},"observation_digest":"sha256:d5a04687f8ce4a909d8ac39e56fb98f53345ebb14b615d1d51336c1daafbb2cd","observation_id":"82f5b4c4-359b-4b56-a715-6311a995534e","resolution":{"observed_at":"2026-08-10T21:10:56.860538Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-10T13:34:25.715053Z","title":"Glm-4-voice: Towards intelli- gent and human-like end-to-end spoken chatbot","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.16327","last_updated":"2025-01-27T18:59:51Z","snapshot_observed_at":"2026-08-12T15:20:37.673304Z","submitted_at":"2025-01-27T18:59:51Z","title":"LUCY: Linguistic Understanding and Control Yielding Early Stage of Her","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-10T13:34:25.715053Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2501.16327"},"observation_digest":"sha256:5c6a4dd8dcf12dc3c5739cf7e8dc33f16c9c18cd855c7e62806454d032a52b6d","observation_id":"e9e5eeee-9948-49f2-91ae-23aaaca74e2e","resolution":{"observed_at":"2026-08-10T13:34:25.715053Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2502.11946","last_updated":"2025-02-18T07:29:10Z","snapshot_observed_at":"2026-08-12T20:35:16.024701Z","submitted_at":"2025-02-17T15:58:56Z","title":"Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction","version":2},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-05-18T13:39:48.225482Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2502.11946"},"observation_digest":"sha256:1843c73acf02c54b3a6e59bf80a590fe627d603140c11f7c28e1a7c979f8eec0","observation_id":"b6ccf608-f3df-4855-b006-c7740879e3e6","resolution":{"observed_at":"2026-05-18T13:39:48.403186Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2503.01743","last_updated":"2025-03-07T09:05:58Z","snapshot_observed_at":"2026-08-09T11:59:10.408717Z","submitted_at":"2025-03-03T17:05:52Z","title":"Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs","version":2},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-11T22:22:27.455361Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2503.01743"},"observation_digest":"sha256:54ef487bc84a21e8b6f7b2168eca4259586623fecd8b4ea83985f2e4578ecef7","observation_id":"e4f0b3ff-3453-4591-a366-942211b6c35c","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2504.08528","last_updated":"2026-04-07T06:11:20Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-04-11T13:40:53Z","title":"On The Landscape of Spoken Language Models: A Comprehensive Survey","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-22T20:44:57.476464Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2504.08528"},"observation_digest":"sha256:b6d4fcb29285d730edcf7b834143fd1c317576b25a3f4f0b36809c7206300bd9","observation_id":"b3330311-5418-4f13-bf52-3f0ff7beb550","resolution":{"observed_at":"2026-05-22T20:45:08.172164Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2504.18425","last_updated":"2025-04-25T15:31:46Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-04-25T15:31:46Z","title":"Kimi-Audio Technical Report","version":1},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-05-11T19:21:26.933349Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2504.18425"},"observation_digest":"sha256:45171359ae81b90ac0dbcbc52a97579786b3c9c0fbc6723df701c7ec1b9b4ee0","observation_id":"e7837def-94de-4770-8752-6fe5906d3df1","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T15:38:38.037256Z","title":"arXiv preprint arXiv:2412.02612","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.14438","last_updated":"2025-05-20T14:42:20Z","snapshot_observed_at":"2026-08-11T00:05:26.103197Z","submitted_at":"2025-05-20T14:42:20Z","title":"S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T15:38:38.037256Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2505.14438"},"observation_digest":"sha256:e46e0f78de349c2f0fdf7d42297bc6dd1f7ef7c36a78ebdb1ee1c612af4e5633","observation_id":"72888da8-50f9-4add-9bb4-6f751b1f8573","resolution":{"observed_at":"2026-08-07T15:38:38.037256Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T15:15:41.059351Z","title":"Glm-4-voice: Towards intelligent and human-like end- to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.15670","last_updated":"2025-07-25T15:07:10Z","snapshot_observed_at":"2026-08-09T02:59:04.485815Z","submitted_at":"2025-05-21T15:48:30Z","title":"SALM-Duplex: Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model","version":4},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T15:15:41.059351Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2505.15670"},"observation_digest":"sha256:570812259d601bc6e10fa972ab5363251a047ef03e34fef24bf2d269b3349770","observation_id":"39200706-e687-4c09-9335-2c5b907af55e","resolution":{"observed_at":"2026-08-07T15:15:41.059351Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T14:49:29.942638Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.17496","last_updated":"2025-05-23T05:50:14Z","snapshot_observed_at":"2026-08-10T03:14:44.274153Z","submitted_at":"2025-05-23T05:50:14Z","title":"Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T14:49:29.942638Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2505.17496"},"observation_digest":"sha256:96a4b6b7d459d8e8f0add21570d0f016be75a4688a7aa781b91b87f4924ff7fe","observation_id":"a92c2aa1-99ea-4f6b-8ef0-909ed81a58a6","resolution":{"observed_at":"2026-08-07T14:49:29.942638Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T14:16:33.837927Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19577","last_updated":"2025-06-30T16:21:25Z","snapshot_observed_at":"2026-08-09T20:54:35.031562Z","submitted_at":"2025-05-26T06:47:43Z","title":"MFA-KWS: Effective Keyword Spotting with Multi-head Frame-asynchronous Decoding","version":3},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T14:16:33.837927Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2505.19577"},"observation_digest":"sha256:a13df7f32a0e0f74e7e690e0589c4740ee9cebaff2172084fbf10b95a22ac9ca","observation_id":"d70c55fd-bf15-4950-beb6-956a139fbbc8","resolution":{"observed_at":"2026-08-07T14:16:33.837927Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T14:01:33.352219Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.20277","last_updated":"2025-06-05T14:53:28Z","snapshot_observed_at":"2026-08-12T20:02:04.533319Z","submitted_at":"2025-05-26T17:55:06Z","title":"OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction","version":2},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-07T14:01:33.352219Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2505.20277"},"observation_digest":"sha256:ce5a06da6860d50d4a8759a271dd66dd51061f266f80f9f40d980cdc524f2dc2","observation_id":"d11e388d-38c6-4330-946b-5ce5a959d5d2","resolution":{"observed_at":"2026-08-07T14:01:33.352219Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T11:26:23.320594Z","title":"GLM-4-V oice: Towards intelligent and human-like end- to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.02457","last_updated":"2025-06-03T05:21:51Z","snapshot_observed_at":"2026-08-10T06:54:09.759058Z","submitted_at":"2025-06-03T05:21:51Z","title":"SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T11:26:23.320594Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2506.02457"},"observation_digest":"sha256:d0d17de34e462bbe6272f305635f795985f244482a637658aa59dbd317d6d2c8","observation_id":"8b15efbd-c7c1-496d-b92e-9470a0a2afa2","resolution":{"observed_at":"2026-08-07T11:26:23.320594Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T11:58:42.585526Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.06343","last_updated":"2025-06-01T09:27:55Z","snapshot_observed_at":"2026-08-10T17:30:57.839257Z","submitted_at":"2025-06-01T09:27:55Z","title":"TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T11:58:42.585526Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2506.06343"},"observation_digest":"sha256:93f048bc4b305b58fbb8969952ead0972fb35554add51943d4e539592ecaf7ff","observation_id":"6ad31277-d93e-4068-a1cd-f9b30221ff29","resolution":{"observed_at":"2026-08-07T11:58:42.585526Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T05:50:27.902521Z","title":"Glm-4-voice: Towards intelligent and human-like end- to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.07036","last_updated":"2025-06-13T15:54:51Z","snapshot_observed_at":"2026-08-10T08:58:45.587700Z","submitted_at":"2025-06-08T08:00:56Z","title":"In This Environment, As That Speaker: A Text-Driven Framework for Multi-Attribute Speech Conversion","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T05:50:27.902521Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2506.07036"},"observation_digest":"sha256:a881febe45e7a8ba3cc75bc62328fc40a33e7f9274136b7ee76b1e3171863f58","observation_id":"74adbc61-b926-4cf6-9355-eb9286bd6796","resolution":{"observed_at":"2026-08-07T05:50:27.902521Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T05:03:15.913730Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot.arXiv preprint arXiv:2412.02612, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.08967","last_updated":"2025-06-13T10:07:42Z","snapshot_observed_at":"2026-08-08T15:39:54.287755Z","submitted_at":"2025-06-10T16:37:39Z","title":"Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T05:03:15.913730Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2506.08967"},"observation_digest":"sha256:3aa5a5d914fbf243c6b336605fc57202b4cf66363ab6c4d5583d307d84e8b49b","observation_id":"6364a05c-56a0-4e4d-a795-8ba0b4bfed1d","resolution":{"observed_at":"2026-08-07T05:03:15.913730Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T00:33:19.263029Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.13642","last_updated":"2025-06-22T07:56:58Z","snapshot_observed_at":"2026-08-10T10:57:00.100394Z","submitted_at":"2025-06-16T16:06:45Z","title":"Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T00:33:19.263029Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2506.13642"},"observation_digest":"sha256:3ca238da9a191a41553a2043ef05d3e23fa5deaaf398c33161bcf6cd4fda3254","observation_id":"171ac415-b9c8-47de-aab3-1bd0b16a5aec","resolution":{"observed_at":"2026-08-07T00:33:19.263029Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-07T04:51:45.320447Z","title":"Glm-4-voice: Towards intelli- gent and human-like end-to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.21557","last_updated":"2025-06-11T09:08:43Z","snapshot_observed_at":"2026-08-11T08:39:31.333970Z","submitted_at":"2025-06-11T09:08:43Z","title":"Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T04:51:45.320447Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2506.21557"},"observation_digest":"sha256:5995f7706d2300e0af5fc5a06ef6409df90db3a747e7b6a40f00c965d2b824c0","observation_id":"27cd1f78-1374-4e2a-a5cd-7dad6adb1e06","resolution":{"observed_at":"2026-08-07T04:51:45.320447Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-06T21:51:36.668481Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.23325","last_updated":"2025-07-09T17:40:35Z","snapshot_observed_at":"2026-08-09T15:45:24.880266Z","submitted_at":"2025-06-29T16:51:50Z","title":"XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T21:51:36.668481Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2506.23325"},"observation_digest":"sha256:1926a71feda8db369b5d5b4850f3091954873101656e2d8734474e3ee05188ca","observation_id":"7ed8cb77-4e20-4711-b181-e625ac32b5ec","resolution":{"observed_at":"2026-08-06T21:51:36.668481Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-06T21:33:09.263696Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.23986","last_updated":"2025-07-01T16:23:28Z","snapshot_observed_at":"2026-08-12T19:20:22.783897Z","submitted_at":"2025-06-30T15:50:08Z","title":"StreamFlow: Streaming Flow Matching with Block-wise Guided Attention Mask for Speech Token Decoding","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T21:33:09.263696Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2506.23986"},"observation_digest":"sha256:4e5ab5fd891611a1182b786783117004607cecb6aed850d80240a7a38ba64ec7","observation_id":"4e1311b8-b12f-4de8-af07-d1dff9397c44","resolution":{"observed_at":"2026-08-06T21:33:09.263696Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2507.16632","last_updated":"2025-08-27T16:42:11Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-07-22T14:23:55Z","title":"Step-Audio 2 Technical Report","version":3},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-05-16T05:59:50.900436Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2507.16632"},"observation_digest":"sha256:3c745a8975ae2caa37bf3dc24ec08ff9d74796a4253870d3d861b22ad70381ba","observation_id":"c1b2a798-1d33-450d-853d-7e9925e973bc","resolution":{"observed_at":"2026-05-16T05:59:51.104219Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-06T14:50:04.294343Z","title":"arXiv preprint arXiv:2412.02612 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.17563","last_updated":"2025-07-23T14:53:50Z","snapshot_observed_at":"2026-08-07T18:31:16.203029Z","submitted_at":"2025-07-23T14:53:50Z","title":"BoSS: Beyond-Semantic Speech","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T14:50:04.294343Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2507.17563"},"observation_digest":"sha256:aafa116c6fd49d42f3a1d2eb5c9fe49c1785934e7c5d96831363fa9399d7bd52","observation_id":"134ce70d-1692-43cd-9080-f731de608cff","resolution":{"observed_at":"2026-08-06T14:50:04.294343Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T17:56:56.634814Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.15418","last_updated":"2025-08-21T10:20:00Z","snapshot_observed_at":"2026-08-08T09:52:34.305122Z","submitted_at":"2025-08-21T10:20:00Z","title":"LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model","version":1},"reference_index":90,"source":"arxiv_source","source_observed_at":"2026-08-05T17:56:56.634814Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2508.15418"},"observation_digest":"sha256:0049a9c23c1b91b04ee26d6b677877d91b27d62b2498619d93be0ad6d449e1be","observation_id":"73677d9d-6346-4a6e-81e2-7ba5cb3d7b94","resolution":{"observed_at":"2026-08-05T17:56:56.634814Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T16:46:49.270919Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.17863","last_updated":"2025-08-25T10:16:07Z","snapshot_observed_at":"2026-08-09T22:28:55.202566Z","submitted_at":"2025-08-25T10:16:07Z","title":"Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-05T16:46:49.270919Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2508.17863"},"observation_digest":"sha256:fb104280d7a9e100c44036b08ec57ae3d5c604269d3eea1c69d67fda475da348","observation_id":"494656bc-0d91-41ad-b14b-d49cb69a3022","resolution":{"observed_at":"2026-08-05T16:46:49.270919Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T10:36:06.477526Z","title":"arXiv preprint arXiv:2412.02612","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2509.03940","last_updated":"2025-09-04T07:03:46Z","snapshot_observed_at":"2026-08-08T20:51:35.281735Z","submitted_at":"2025-09-04T07:03:46Z","title":"VoxRole: A Comprehensive Benchmark for Evaluating Speech-Based Role-Playing Agents","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T10:36:06.477526Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2509.03940"},"observation_digest":"sha256:03dc34402a0247b2adfafd62c311403cbadd11e828e304805b22a892df4e7883","observation_id":"8c5927f2-6892-4b69-8a73-7dd5735b9669","resolution":{"observed_at":"2026-08-05T10:36:06.477526Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T10:53:41.369932Z","title":"org/abs/2412.02612","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.05359","last_updated":"2025-09-03T18:11:53Z","snapshot_observed_at":"2026-08-12T19:15:34.938531Z","submitted_at":"2025-09-03T18:11:53Z","title":"An Empirical Analysis of Discrete Unit Representations in Speech Language Modeling Pre-training","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T10:53:41.369932Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2509.05359"},"observation_digest":"sha256:e4b0ff9d17cdabbd00bcc4dd3e29fc1cc530e33bd55219b1d0ad2f66755364e3","observation_id":"a4407fe5-fb24-4538-b95f-ae677ddbc10a","resolution":{"observed_at":"2026-08-05T10:53:41.369932Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2509.14804","last_updated":"2025-09-18T09:59:55Z","snapshot_observed_at":"2026-08-07T14:31:44.422604Z","submitted_at":"2025-09-18T09:59:55Z","title":"Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-18T16:27:37.596817Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2509.14804"},"observation_digest":"sha256:6191e858483ec11115fc35b9eb7074b524fc90983357de9d6bfef1c29dd9fd83","observation_id":"b720b867-8b51-4b57-821a-a6cd1d1ae847","resolution":{"observed_at":"2026-05-18T16:31:37.251470Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2509.22220","last_updated":"2026-04-13T11:56:11Z","snapshot_observed_at":"2026-08-11T16:37:46.886811Z","submitted_at":"2025-09-26T11:32:51Z","title":"StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs","version":2},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-05-18T12:57:04.450462Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2509.22220"},"observation_digest":"sha256:4b38834b8d9387048d144903c29ed9e154eee0a348bddda97ddae7c8ec465119","observation_id":"98b2d878-c61b-4ef6-bea8-a1f6228f8976","resolution":{"observed_at":"2026-05-18T13:01:24.330328Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2509.23435","last_updated":"2026-04-08T07:25:36Z","snapshot_observed_at":"2026-08-11T00:34:51.378390Z","submitted_at":"2025-09-27T18:08:51Z","title":"AudioRole: An Audio Dataset for Character Role-Playing in Large Language Models","version":2},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-05-18T13:03:50.876235Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2509.23435"},"observation_digest":"sha256:fe9cb44a4ac62b7b6234aa1befeb466d36d49c970ea9877354780f21b04d7115","observation_id":"6d8d4062-089e-447a-aa45-d6522747308d","resolution":{"observed_at":"2026-05-18T13:06:23.831872Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-04T13:29:04.277748Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot.arXiv preprint arXiv:2412.02612(2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2510.00481","last_updated":"2026-05-30T15:21:07Z","snapshot_observed_at":"2026-08-08T11:19:05.561387Z","submitted_at":"2025-10-01T04:03:51Z","title":"Make a Video Call with LLM: A Measurement Campaign over Six Mainstream Apps","version":2},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-04T13:29:04.277748Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2510.00481"},"observation_digest":"sha256:4e396ee1cd15bb94999ecd80e34f0a01788cc3180b1f5e3feb4e6d7420d055bc","observation_id":"51cab11e-1597-4bca-b4bb-ce67cf821c5d","resolution":{"observed_at":"2026-08-04T13:29:04.277748Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-04T11:06:44.532704Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2510.07355","last_updated":"2026-05-28T11:55:17Z","snapshot_observed_at":"2026-08-12T15:09:38.753113Z","submitted_at":"2025-10-08T14:13:28Z","title":"AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-04T11:06:44.532704Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2510.07355"},"observation_digest":"sha256:34fffac49b0572f6eb564ec03c31c4b801e840aaf7a84c77c4397a6956278db8","observation_id":"6d8c3881-632a-40ca-9478-ee325d43010f","resolution":{"observed_at":"2026-08-04T11:06:44.532704Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2510.09592","last_updated":"2026-05-10T15:21:35Z","snapshot_observed_at":"2026-08-12T12:52:03.560465Z","submitted_at":"2025-10-10T17:50:59Z","title":"Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-18T07:43:23.913399Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2510.09592"},"observation_digest":"sha256:f558e57407c1895150456a834bf61515f11ac810e274fd0ce8578868bc39622f","observation_id":"b2f14981-1b32-4f39-a32d-6c17d8364115","resolution":{"observed_at":"2026-05-18T07:46:03.570346Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-04T10:13:43.130162Z","title":"Jeffrey Zhou, Tianjian Lu, Swaroop Mishra, Sid- dhartha Brahma, Sujoy Basu, Yi Luan, Denny Zhou, and Le Hou","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2510.11098","last_updated":"2026-07-06T08:06:32Z","snapshot_observed_at":"2026-08-08T04:21:21.183477Z","submitted_at":"2025-10-13T07:45:52Z","title":"VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents","version":5},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-04T10:13:43.130162Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2510.11098"},"observation_digest":"sha256:11b16e14ec3dbcbbcdbf7c38ef2b14cd850f6839780f9d68c9ef120e8246c84e","observation_id":"ae9f91cc-8f7b-4b89-9e61-e0631934f4d4","resolution":{"observed_at":"2026-08-04T10:13:43.130162Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-03T19:38:26.212573Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2512.09066","last_updated":"2026-06-29T11:40:23Z","snapshot_observed_at":"2026-08-06T03:12:02.087196Z","submitted_at":"2025-11-28T14:41:48Z","title":"ORCA: Open-ended Response Correctness Assessment for Audio Question Answering","version":2},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-03T19:38:26.212573Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2512.09066"},"observation_digest":"sha256:c12b58fdc2d5a65d2b6af974ed95b1c153bce2a78d5144f8e8a5477316d1da8c","observation_id":"0f163327-00b8-4f3a-b94d-281814f3111c","resolution":{"observed_at":"2026-08-03T19:38:26.212573Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2512.14234","last_updated":"2026-04-14T19:54:15Z","snapshot_observed_at":"2026-08-11T06:36:50.773707Z","submitted_at":"2025-12-16T09:41:21Z","title":"ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body","version":2},"reference_index":129,"source":"pdf_text","source_observed_at":"2026-05-16T22:04:07.403410Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2512.14234"},"observation_digest":"sha256:cda9213d2bda40a6b154a7a4dc9826c313e71e378183741bfd0184587f562867","observation_id":"75ad7880-3258-4cda-8406-36d20049e101","resolution":{"observed_at":"2026-05-16T22:08:36.269780Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2512.23578","last_updated":"2026-04-16T00:22:32Z","snapshot_observed_at":"2026-07-06T22:40:17.725041Z","submitted_at":"2025-12-29T16:23:54Z","title":"Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models","version":3},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-05-16T19:26:30.384474Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2512.23578"},"observation_digest":"sha256:977af6bf658915e9b5c6807b0d2720a703d0910bb26b839198640ba4e0a26fa9","observation_id":"e06ff900-f494-4be5-aec2-f0b60a17301b","resolution":{"observed_at":"2026-05-16T19:28:20.116056Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-07-15T13:43:40.241796Z","title":"Glm- 4-voice: Towards intelligent and human-like end-to-end spo- ken chatbot.arXiv preprint arXiv:2412.02612, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.06577","last_updated":"2026-07-03T04:02:30Z","snapshot_observed_at":"2026-08-02T23:56:12.139811Z","submitted_at":"2026-03-06T18:59:57Z","title":"Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion","version":2},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-07-15T13:43:40.241796Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2603.06577"},"observation_digest":"sha256:b1038374ab43a113ba75c8920ff76e9cb3ca6d33da9baf88071176d39e8425c1","observation_id":"ff6404e0-db9d-4ad3-9595-3a61f2f7a93e","resolution":{"observed_at":"2026-07-15T13:43:40.241796Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-02T18:42:09.257514Z","title":"Glm-4-voice: Towards intelligent and human-like end- to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.07025","last_updated":"2026-07-24T15:35:47Z","snapshot_observed_at":"2026-08-12T12:51:29.214778Z","submitted_at":"2026-03-07T04:09:47Z","title":"Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-02T18:42:09.257514Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2603.07025"},"observation_digest":"sha256:c90ce1a2dd53bf8eeb5649399c5e9c7f343ff73b0577e4afef7caacd6b8b52e1","observation_id":"24d8b381-7d8d-4761-8d9d-7a3e93f2bca4","resolution":{"observed_at":"2026-08-02T18:42:09.257514Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2603.17837","last_updated":"2026-06-04T13:47:38Z","snapshot_observed_at":"2026-08-02T07:45:21.753896Z","submitted_at":"2026-03-18T15:30:29Z","title":"The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning","version":3},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-15T08:34:56.898815Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2603.17837"},"observation_digest":"sha256:6ef99bc55de217f7eb774649db826d09a7f7da3380c84f4d480917dfe3acc87b","observation_id":"aecb237b-c5fb-4829-848d-db0df7e067c6","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2603.17837","last_updated":"2026-06-04T13:47:38Z","snapshot_observed_at":"2026-08-02T07:45:21.753896Z","submitted_at":"2026-03-18T15:30:29Z","title":"The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning","version":4},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-21T10:43:27.176535Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2603.17837"},"observation_digest":"sha256:e23ee7d5b2aabffe22fe95cfcda81fcd53ca4a7ace04c1709116c0b4232bd201","observation_id":"4edbecd6-0c16-47a1-9d78-9480c99cf225","resolution":{"observed_at":"2026-05-21T10:44:07.726139Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-07-13T22:57:11.059962Z","title":"Glm-4-voice: Towards intelli- gent and human-like end-to-end spoken chatbot.arXiv preprint arXiv:2412.02612,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.17837","last_updated":"2026-06-04T13:47:38Z","snapshot_observed_at":"2026-08-02T07:45:21.753896Z","submitted_at":"2026-03-18T15:30:29Z","title":"The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning","version":5},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-13T22:57:11.059962Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2603.17837"},"observation_digest":"sha256:77d2580c2d2593b1d6d10ac0a1570c473df96e240bf070a4f3cee84bdbbe9972","observation_id":"b84ee168-78db-49ea-a7d2-ab11bedccfc5","resolution":{"observed_at":"2026-07-13T22:57:11.059962Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2603.22267","last_updated":"2026-05-13T14:33:44Z","snapshot_observed_at":"2026-08-03T10:51:29.519900Z","submitted_at":"2026-03-23T17:51:40Z","title":"TiCo: Time-Controllable Spoken Dialogue Model","version":2},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-05-15T00:38:52.182973Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2603.22267"},"observation_digest":"sha256:f7f0c2fd0bd308c9adf4a9ca780e13cd199c5d328c76f475af3a351075070b7a","observation_id":"7cdda8ef-ac8a-4653-9721-18588a276599","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-07-14T19:56:33.793167Z","title":"Glm-4-voice: Towards intelligent and human-like end- to-end spoken chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2604.01895","last_updated":"2026-04-02T10:59:55Z","snapshot_observed_at":"2026-08-06T15:48:40.631159Z","submitted_at":"2026-04-02T10:59:55Z","title":"Sharp spectral estimates for free boundary problems arising in plasma physics","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-14T19:56:33.793167Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.01895"},"observation_digest":"sha256:76c8c334cc6d8f3271d04b19e6d39295ed6e2ea6f1320ff4e7f376757f648a39","observation_id":"5945c65c-a5a3-41ba-ae7d-78afb580d508","resolution":{"observed_at":"2026-07-14T19:56:33.793167Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2604.01897","last_updated":"2026-07-13T11:03:37Z","snapshot_observed_at":"2026-08-02T18:54:29.968214Z","submitted_at":"2026-04-02T11:00:37Z","title":"FastTurn: Unifying Acoustic and Streaming Semantic Cues for Low-Latency and Robust Turn Detection","version":4},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-13T20:55:09.141906Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.01897"},"observation_digest":"sha256:cd25c69dcfd425d330c672abc110ff4c4221e227ea876daaf2fd4efe612c3c89","observation_id":"7e02c3ed-03eb-4df1-85c8-3945770da139","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-07-13T10:41:51.251736Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot.arXiv preprint arXiv:2412.02612, 2024a","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2604.04229","last_updated":"2026-04-05T19:08:51Z","snapshot_observed_at":"2026-08-04T06:41:40.344211Z","submitted_at":"2026-04-05T19:08:51Z","title":"Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-13T10:41:51.251736Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.04229"},"observation_digest":"sha256:8c3d5f1f333e34e828a5295acff924fa0fec9d733018e902c3e61dc1df0cc3c3","observation_id":"f79f6af8-d026-4f35-a0cd-278bcafbacf1","resolution":{"observed_at":"2026-07-13T10:41:51.251736Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2604.08003","last_updated":"2026-04-09T09:07:52Z","snapshot_observed_at":"2026-08-11T03:53:44.073374Z","submitted_at":"2026-04-09T09:07:52Z","title":"Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and LLMs","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:50.408402Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.08003"},"observation_digest":"sha256:7cd0b18714d696de423661114d150171a926dd6ea57a4488b738ce43e3b5fe01","observation_id":"52e90ac9-568a-4373-bad9-cc5b2a1fb956","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2604.09222","last_updated":"2026-08-07T05:55:06Z","snapshot_observed_at":"2026-08-12T23:09:41.000056Z","submitted_at":"2026-04-10T11:27:25Z","title":"GRM: Utility-Aware Jailbreak Attacks on Audio LLMs via Gradient-Ratio Masking","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-10T16:40:59.993298Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.09222"},"observation_digest":"sha256:3befc7819b66f60fc91d04ef67917f725bfe72af746998e0cb9eb7ec3bd2c6c9","observation_id":"ef66c270-e501-472a-aed7-24e6d05efed4","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2604.11594","last_updated":"2026-04-24T06:36:24Z","snapshot_observed_at":"2026-08-02T02:42:26.875995Z","submitted_at":"2026-04-13T15:06:05Z","title":"HumDial-EIBench: A Human-Recorded Multi-Turn Emotional Intelligence Benchmark for Audio Language Models","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-10T15:24:27.118694Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.11594"},"observation_digest":"sha256:b9fab3ce583b9e10ab3c087826b90d594543ed1c8da04bef771e9ba712f2f644","observation_id":"e414a280-1a0a-4bde-8880-b714bf72858e","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2604.13804","last_updated":"2026-04-15T12:39:03Z","snapshot_observed_at":"2026-07-06T23:01:41.643335Z","submitted_at":"2026-04-15T12:39:03Z","title":"Character Beyond Speech: Leveraging Role-Playing Evaluation in Audio Large Language Models via Reinforcement Learning","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-10T14:22:25.660785Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.13804"},"observation_digest":"sha256:129cfdea62c68938acd2bf8ee025eaffb8628d01553e6cf9ad3c269dddedf238","observation_id":"d0a4d9f3-2bb2-4bd5-bb3e-8e7585d86f17","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-07-12T20:09:57.922788Z","title":"GLM-4-V oice: Towards Intelligent and Human-Like End-to- End Spoken Chatbot,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2604.14603","last_updated":"2026-06-29T06:44:20Z","snapshot_observed_at":"2026-07-12T20:09:54.804124Z","submitted_at":"2026-04-16T04:21:32Z","title":"A Synonymous Variational Perspective on the Rate-Distortion-Perception Tradeoff","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-12T20:09:57.922788Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.14603"},"observation_digest":"sha256:8b80ce3d98e286996f4a3feeb15fd83525f9fbde35c0cdcf3f91bd8e2a7d70a8","observation_id":"4e1f9513-42b1-4389-886f-170370dafe4b","resolution":{"observed_at":"2026-07-12T20:09:57.922788Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2604.14604","last_updated":"2026-04-16T04:22:11Z","snapshot_observed_at":"2026-08-11T08:37:21.535936Z","submitted_at":"2026-04-16T04:22:11Z","title":"Hijacking Large Audio-Language Models via Context-Agnostic and Imperceptible Auditory Prompt Injection","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-10T11:32:10.126062Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.14604"},"observation_digest":"sha256:6375bcb9db1ae6a23fbf38a2067cdb9754b1e92d8d2794949066ab8ebed0f799","observation_id":"3332b3a4-1a5c-4135-a0ad-e8c834f7deab","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2604.18489","last_updated":"2026-04-20T16:40:45Z","snapshot_observed_at":"2026-08-11T00:51:45.214067Z","submitted_at":"2026-04-20T16:40:45Z","title":"Aligning Language Models for Lyric-to-Melody Generation with Rule-Based Musical Constraints","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-10T03:09:41.001660Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.18489"},"observation_digest":"sha256:35d99bdd4c81c2876e6f93136704ac97d3b5bc40d9b231fe84f4f30907775ff1","observation_id":"b1ee6800-90a8-4286-8196-c135310f7c5b","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2604.20842","last_updated":"2026-04-22T17:59:58Z","snapshot_observed_at":"2026-08-04T16:34:40.989674Z","submitted_at":"2026-04-22T17:59:58Z","title":"SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-10T00:39:04.303837Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.20842"},"observation_digest":"sha256:257956984c92c5893c611b731d24e8a297fdd0a282c5b4ec89e816fe25269202","observation_id":"4b3b2aca-f622-42ec-a386-c53388929e1b","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2604.21406","last_updated":"2026-04-24T04:15:19Z","snapshot_observed_at":"2026-08-11T05:34:02.588404Z","submitted_at":"2026-04-23T08:21:52Z","title":"Full-Duplex Interaction in Spoken Dialogue Systems: A Comprehensive Study from the ICASSP 2026 HumDial Challenge","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-08T13:19:44.156822Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2604.21406"},"observation_digest":"sha256:c1c79dcadaed781eee66bd267685398dfd2418bb624a12a04d4bd8a65c29d370","observation_id":"78159a47-e9c3-4a35-b3f4-c571a44aa3bb","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.00329","last_updated":"2026-05-01T01:13:50Z","snapshot_observed_at":"2026-08-11T06:31:47.003544Z","submitted_at":"2026-05-01T01:13:50Z","title":"Fast Text-to-Audio Generation with One-Step Sampling via Energy-Scoring and Auxiliary Contextual Representation Distillation","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-09T19:17:09.247932Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.00329"},"observation_digest":"sha256:93112afa6bcf00807e5d2402b329c7817e47553e4810a133e87acf88bc4aa9f9","observation_id":"a3e5a554-578a-4010-801a-8c6f61e5d8d6","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.05927","last_updated":"2026-05-08T01:27:50Z","snapshot_observed_at":"2026-08-11T04:20:01.560211Z","submitted_at":"2026-05-07T09:32:05Z","title":"Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-08T11:00:52.196039Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.05927"},"observation_digest":"sha256:7257b5401513c4a4f7bc05499e0bc467854b3ce4aee7b4cc3a44fcdd5005e03a","observation_id":"088b1b3b-a760-4c2a-9f1c-c1e434bbbf05","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.05927","last_updated":"2026-05-08T01:27:50Z","snapshot_observed_at":"2026-08-11T04:20:01.560211Z","submitted_at":"2026-05-07T09:32:05Z","title":"Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-11T00:49:26.507281Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.05927"},"observation_digest":"sha256:d802e9770e71f09a5676fab00e521c17018ea43f831025e8054cdef9f7ac28ce","observation_id":"ae6a8181-0131-4116-baea-9a6d8f374082","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.06765","last_updated":"2026-05-07T17:59:56Z","snapshot_observed_at":"2026-08-11T13:23:12.680939Z","submitted_at":"2026-05-07T17:59:56Z","title":"VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-05-11T01:03:09.942984Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.06765"},"observation_digest":"sha256:42a5b359b9bfe61157f283555d4c03787b9f509dee5871315d2a732a6dea23e3","observation_id":"c4aa453e-1067-4b02-8b1d-d7ea0b94f867","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.10199","last_updated":"2026-05-11T08:46:47Z","snapshot_observed_at":"2026-07-06T23:22:13.774652Z","submitted_at":"2026-05-11T08:46:47Z","title":"How Should LLMs Listen While Speaking? A Study of User-Stream Routing in Full-Duplex Spoken Dialogue","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-12T03:08:55.753359Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.10199"},"observation_digest":"sha256:15d60b35ecd4c05be355115a61b2b1b56278dbef63837949f0691f24e47867fe","observation_id":"b15eccef-3678-42c8-a3c9-70e638da3ff3","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.11098","last_updated":"2026-05-11T18:04:33Z","snapshot_observed_at":"2026-08-11T19:50:19.050103Z","submitted_at":"2026-05-11T18:04:33Z","title":"AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-05-13T01:04:54.506749Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.11098"},"observation_digest":"sha256:0bce540363327d9f647fbe2b380953467281365def465d8fb822a875d3423987","observation_id":"98d73a50-35cc-412a-ad0d-d42c203f2960","resolution":{"observed_at":"2026-05-16T03:53:47.697648Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.20266","last_updated":"2026-05-18T20:21:32Z","snapshot_observed_at":"2026-08-03T05:12:45.221230Z","submitted_at":"2026-05-18T20:21:32Z","title":"A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook","version":1},"reference_index":124,"source":"pdf_text","source_observed_at":"2026-05-21T07:38:23.099479Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.20266"},"observation_digest":"sha256:ae184c23cf54ff8bc426bca6acc29c10055bd0b99e1c64c8a11a8f8ef57c7823","observation_id":"2e492102-95ed-4ce4-a186-3f55b82241bc","resolution":{"observed_at":"2026-05-21T07:39:49.034917Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.20755","last_updated":"2026-06-11T05:13:51Z","snapshot_observed_at":"2026-08-02T13:39:32.672112Z","submitted_at":"2026-05-20T05:54:08Z","title":"DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-21T02:41:13.583493Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.20755"},"observation_digest":"sha256:e99dc7f89fbe80f1b92f8e9cecdd5bf84903918764fa95851c4f350e815362ab","observation_id":"0c127363-d584-4c42-a74d-b5d003087eb3","resolution":{"observed_at":"2026-05-21T02:43:54.985808Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.20755","last_updated":"2026-06-11T05:13:51Z","snapshot_observed_at":"2026-08-02T13:39:32.672112Z","submitted_at":"2026-05-20T05:54:08Z","title":"DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-06-30T17:32:58.848455Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.20755"},"observation_digest":"sha256:0c34bcb9c956caa664963545f1f71c4b33c9866dbcd750f98403619d87bec693","observation_id":"85596773-8041-411c-8de9-8380400cefa5","resolution":{"observed_at":"2026-06-30T17:34:57.375297Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.21008","last_updated":"2026-05-20T10:44:56Z","snapshot_observed_at":"2026-07-06T23:31:32.577242Z","submitted_at":"2026-05-20T10:44:56Z","title":"A Survey of Audio Reasoning in Multimodal Foundation Models","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-21T02:08:06.976461Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.21008"},"observation_digest":"sha256:3e99a49ecd1431413b6e33752fc9b8edbb6e51fde9e3be9d80e867d3354874a6","observation_id":"16a25c88-bcf3-4bab-9a14-93d06c2c3f09","resolution":{"observed_at":"2026-05-21T02:09:24.342869Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.25343","last_updated":"2026-05-25T01:57:43Z","snapshot_observed_at":"2026-07-06T23:35:16.647496Z","submitted_at":"2026-05-25T01:57:43Z","title":"Toward Native Multimodal Modeling: A Roadmap","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-06-29T22:58:38.610609Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.25343"},"observation_digest":"sha256:912ba9c71e81187d4629c58687f83ab610db8bf360f1a9bac1fb302fb02ba051","observation_id":"edc17ada-56ba-49c9-86e3-10d9c1489f08","resolution":{"observed_at":"2026-06-29T23:04:01.561200Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2605.27190","last_updated":"2026-05-26T15:43:11Z","snapshot_observed_at":"2026-08-06T18:21:13.610239Z","submitted_at":"2026-05-26T15:43:11Z","title":"Learning When to Think While Listening in Large Audio-Language Models","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-06-29T18:37:34.409802Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2605.27190"},"observation_digest":"sha256:e2c74f941c5e71be6d0507751b6938c7e3727e9d1501e0c4efee7060999f4dca","observation_id":"cbba8d8f-bc45-413a-9fd7-63d48dc29d96","resolution":{"observed_at":"2026-06-29T18:43:50.743020Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.00507","last_updated":"2026-05-30T03:44:12Z","snapshot_observed_at":"2026-08-02T14:23:14.310102Z","submitted_at":"2026-05-30T03:44:12Z","title":"LaSR: Context-Aware Speech Recognition via Latent Reasoning","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-06-28T19:12:59.843096Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.00507"},"observation_digest":"sha256:a495ea4462b0d3337708f38056dd79f37fb16f5e0646eed6f81052c99b86aaf0","observation_id":"c75e5f79-e612-424b-ab5e-08c82c1d9955","resolution":{"observed_at":"2026-06-28T19:22:34.950712Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.00851","last_updated":"2026-05-30T18:53:35Z","snapshot_observed_at":"2026-08-05T16:47:36.006781Z","submitted_at":"2026-05-30T18:53:35Z","title":"Sympatheia: Emotionally Adaptive Voice Assistant with Continuous Affect Conditioning","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-06-28T17:56:47.512549Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.00851"},"observation_digest":"sha256:170c6acc8e07aa040b0b87764c3e1b2cecf3aedb8771de8fe0070e7276631696","observation_id":"ddb2aaee-48dd-43de-8915-fc12e7d63ee2","resolution":{"observed_at":"2026-06-28T18:02:27.090218Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.01802","last_updated":"2026-06-05T13:33:35Z","snapshot_observed_at":"2026-08-06T23:00:35.099926Z","submitted_at":"2026-06-01T07:19:22Z","title":"MOSS-Audio Technical Report","version":3},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-06-28T13:05:29.813707Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.01802"},"observation_digest":"sha256:2de33924b2ec932cb4eecdca1fbf839154dbed82d8ef910c1b487faa976bd3b5","observation_id":"363b0d7f-2e34-4f19-b7e8-1c3d336660ec","resolution":{"observed_at":"2026-07-02T00:56:24.986552Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.06559","last_updated":"2026-06-04T12:39:44Z","snapshot_observed_at":"2026-08-12T18:53:54.395143Z","submitted_at":"2026-06-04T12:39:44Z","title":"IRAF: Interference-Resilient Adaptive Fusion for Noise-Robust End-to-End Full-Duplex Spoken Dialogue Systems","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-06-27T23:42:38.203116Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.06559"},"observation_digest":"sha256:1d2d041a1397484e793c24f20771c8cfd5b359874c304c69d689b6ebfa6facf0","observation_id":"46d7b5d9-f76d-49b4-a521-2b4d25093144","resolution":{"observed_at":"2026-07-02T15:37:06.809939Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.06940","last_updated":"2026-06-10T06:55:49Z","snapshot_observed_at":"2026-08-07T14:40:32.300615Z","submitted_at":"2026-06-05T06:11:38Z","title":"Beyond Semantic Dominance: Cognitive Affective Reasoning and Empathetic Response Alignment in Audio Language Models","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-06-27T21:16:07.007759Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.06940"},"observation_digest":"sha256:c2cb10db61087a921466e3b2a78a18291306cd9219883f507254e7e7e227a812","observation_id":"14c18da9-d85b-446c-a9f6-ca86dbe854ac","resolution":{"observed_at":"2026-07-02T19:47:20.044588Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.11386","last_updated":"2026-06-09T19:08:07Z","snapshot_observed_at":"2026-08-07T01:36:37.082023Z","submitted_at":"2026-06-09T19:08:07Z","title":"Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-06-27T13:22:52.428152Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.11386"},"observation_digest":"sha256:2984d728e5710b9f2d8da9808ba40e788e41053883d85f718116e86f2e9ffdca","observation_id":"51b0275c-260b-4804-a63b-b55679767853","resolution":{"observed_at":"2026-07-03T05:07:39.514736Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.11631","last_updated":"2026-06-10T03:49:54Z","snapshot_observed_at":"2026-08-02T17:57:49.398213Z","submitted_at":"2026-06-10T03:49:54Z","title":"Benchmarking Neural Speech Compression from a Rate-Distortion Perspective","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-06-27T08:43:35.279033Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.11631"},"observation_digest":"sha256:e3d5fd533d1c7983d0d929d4e5ae65a5a9455cd67a2663faa64e14c8bbb9d0c4","observation_id":"2f7da106-8fab-442b-9c8f-1b5a96b9c611","resolution":{"observed_at":"2026-07-03T12:48:12.274727Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.12199","last_updated":"2026-06-10T15:19:15Z","snapshot_observed_at":"2026-08-07T21:59:04.835770Z","submitted_at":"2026-06-10T15:19:15Z","title":"Which Speech Representation Better Matches Text-Native Reasoning? A Study of Speech-Text Alignment on Frame Rate and Representation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-06-27T08:18:23.182355Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.12199"},"observation_digest":"sha256:ad7b0dff8400bd9d4ada17cf21aeb09631ef13d50ef59485fc3a9cb1e13ea673","observation_id":"ed2af017-186b-431c-babe-07a59fa63cfe","resolution":{"observed_at":"2026-07-03T13:18:12.822482Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.13450","last_updated":"2026-06-11T15:09:45Z","snapshot_observed_at":"2026-08-12T07:36:16.816251Z","submitted_at":"2026-06-11T15:09:45Z","title":"Endpoint Anticipation for Low-Latency Spoken Dialogue","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-06-27T05:37:17.684884Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.13450"},"observation_digest":"sha256:fed1caff1842c58d494c3c6881237ca5685cb20c65ba95975e99b0ca1bdadac3","observation_id":"2f4fe339-2ce1-4cc4-baa6-127bc09eb08f","resolution":{"observed_at":"2026-07-03T16:28:39.164543Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.30389","last_updated":"2026-06-29T14:43:25Z","snapshot_observed_at":"2026-08-08T05:45:34.017287Z","submitted_at":"2026-06-29T14:43:25Z","title":"Predict, Reuse, and Repair: Accelerating Dynamic Sparse Attention for Long-Context LLM Decoding","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-06-30T07:03:08.617257Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.30389"},"observation_digest":"sha256:83e04283bd34b222fb67f538737f99b7946bf1d7f6874f2994ab6f055972c9be","observation_id":"ba53d677-58c0-49fc-a6a8-0252b2c5af32","resolution":{"observed_at":"2026-06-30T07:04:20.899118Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.30944","last_updated":"2026-06-29T21:55:18Z","snapshot_observed_at":"2026-08-07T21:37:48.909123Z","submitted_at":"2026-06-29T21:55:18Z","title":"Preserving Speech-to-Text LLM Capabilities in Speech-to-Speech Generation","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-01T01:01:24.536821Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.30944"},"observation_digest":"sha256:4207bad9fec8fc5ab0a604b0ce48d92d571c011d202371eef6660846194298cb","observation_id":"dd8dc385-a372-410b-8289-a590a05290c1","resolution":{"observed_at":"2026-07-01T13:05:45.834436Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2606.31247","last_updated":"2026-06-30T07:24:10Z","snapshot_observed_at":"2026-08-13T02:04:32.343611Z","submitted_at":"2026-06-30T07:24:10Z","title":"FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model","version":1},"reference_index":212,"source":"arxiv_source","source_observed_at":"2026-07-01T03:50:26.873406Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2606.31247"},"observation_digest":"sha256:6d853cfef2531ce52aec44c424cf8b9e460c0a32dbf773222466a0bcf66e024f","observation_id":"e2d1cb7f-9588-4af1-8b32-c1d1f461a2c8","resolution":{"observed_at":"2026-07-01T11:55:42.255512Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2607.00363","last_updated":"2026-07-01T03:02:31Z","snapshot_observed_at":"2026-08-04T17:50:05.786197Z","submitted_at":"2026-07-01T03:02:31Z","title":"Enhancing Flow Matching with A Unified Guidance Framework for Efficient and Robust Speech Synthesis","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-02T06:36:42.174254Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2607.00363"},"observation_digest":"sha256:e9fde3cee95b1eebd8195265471bb6deb1bafea928869e44b159d7544774b31d","observation_id":"bb37c311-8601-4b7d-a64f-07654ece0ec2","resolution":{"observed_at":"2026-07-02T06:56:44.332417Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2607.02214","last_updated":"2026-07-02T14:22:46Z","snapshot_observed_at":"2026-07-07T00:07:42.752664Z","submitted_at":"2026-07-02T14:22:46Z","title":"Unlocking Speech-Text Compositional Powers: Instruction-Following Speech Language Models without Instruction Tuning","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-03T14:35:17.004680Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2607.02214"},"observation_digest":"sha256:299a51c65125c0eacd9ec4e36e4e492ac766aca1ef85ebe6b2db68e1933382a7","observation_id":"300a1252-3d10-4733-87c3-75c4314afba4","resolution":{"observed_at":"2026-07-03T14:38:28.596715Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2607.05196","last_updated":"2026-07-07T15:36:48Z","snapshot_observed_at":"2026-08-09T15:40:13.197295Z","submitted_at":"2026-07-06T15:11:57Z","title":"Unified Audio Intelligence Without Regressing on Text Intelligence","version":1},"reference_index":175,"source":"arxiv_source","source_observed_at":"2026-07-07T23:59:38.702609Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2607.05196"},"observation_digest":"sha256:380ffb9b495ec4b778f0cfcf33c0b6974a77100ccced4d34f6e9673098980550","observation_id":"ee5c60a1-fc3e-4c11-939c-c96a57f55662","resolution":{"observed_at":"2026-07-08T00:04:22.661580Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-07-11T07:46:49.059192Z","title":"arXiv preprint arXiv:2412.02612 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.05196","last_updated":"2026-07-07T15:36:48Z","snapshot_observed_at":"2026-08-09T15:40:13.197295Z","submitted_at":"2026-07-06T15:11:57Z","title":"Unified Audio Intelligence Without Regressing on Text Intelligence","version":2},"reference_index":175,"source":"arxiv_source","source_observed_at":"2026-07-11T07:46:49.059192Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2607.05196"},"observation_digest":"sha256:b4071f0708991abe7375c24c1dcadc0471251ad3526bb7ec9c45f604c7f9c1d0","observation_id":"5b79b252-f52f-44bd-b2a5-259558dc1f95","resolution":{"observed_at":"2026-07-11T07:46:49.059192Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":"2412.02612","doi":"10.48550/arxiv.2412.02612","metadata_source":"pith","pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","venue":"cs.CL","work_id":"1d250ff4-6ca5-4eb5-b561-48106b630d8b","year":2024},"citing_paper":{"arxiv_id":"2607.06540","last_updated":"2026-07-07T17:43:36Z","snapshot_observed_at":"2026-08-07T11:01:55.500168Z","submitted_at":"2026-07-07T17:43:36Z","title":"Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-07-08T02:38:31.073805Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2607.06540"},"observation_digest":"sha256:cd0e9d9c520befdce6faab8222ba9aac9e5322f85f825bc8557fe29b2fba92b7","observation_id":"c2226ca2-91bf-4957-b01f-fb74290ba53e","resolution":{"observed_at":"2026-07-08T02:44:27.544716Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:58.621725+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-01T11:20:18.091728Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.19932","last_updated":"2026-08-07T08:39:15Z","snapshot_observed_at":"2026-08-12T23:10:01.297880Z","submitted_at":"2026-07-22T09:04:55Z","title":"Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-01T11:20:18.091728Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2607.19932"},"observation_digest":"sha256:556ed5ca00a17fea44c177168ddc753fb314262956014f08584a50ad0fbdbf32","observation_id":"99fb2f1a-4f93-43a9-8bd2-85cdf477a05a","resolution":{"observed_at":"2026-08-01T11:20:18.091728Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-01T10:40:25.933165Z","title":"Glm-4-voice: Towards intelligent and human-like end-to-end spoken chatbot.arXiv preprint arXiv:2412.02612,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.20166","last_updated":"2026-07-22T14:03:25Z","snapshot_observed_at":"2026-08-09T12:42:00.047597Z","submitted_at":"2026-07-22T14:03:25Z","title":"Audio-Zero: Label-Free Self-Evolution for Fine-Grained Audio Reasoning","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-01T10:40:25.933165Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2607.20166"},"observation_digest":"sha256:adb7a88ef40abcc610866078094176692e0f457369764da598ccb4514aa6aa2a","observation_id":"ebb9399c-db7c-4ad2-a17d-9402744aee6b","resolution":{"observed_at":"2026-08-01T10:40:25.933165Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-01T07:12:15.461952Z","title":"arXiv preprint arXiv:2412.02612 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.21550","last_updated":"2026-07-23T17:35:20Z","snapshot_observed_at":"2026-08-08T08:48:36.880078Z","submitted_at":"2026-07-23T17:35:20Z","title":"X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment","version":1},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-08-01T07:12:15.461952Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2607.21550"},"observation_digest":"sha256:4c731ebcd350f53fd25075930a321dd4903e4cb39cd0585ad68b7f2a20c389af","observation_id":"798d44f9-d625-476e-b436-eb0ef3435f70","resolution":{"observed_at":"2026-08-01T07:12:15.461952Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-10T04:20:41.694183Z","title":"arXiv preprint arXiv:2412.02612 , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.07462","last_updated":"2026-08-07T17:57:45Z","snapshot_observed_at":"2026-08-12T23:13:05.630768Z","submitted_at":"2026-08-07T17:57:45Z","title":"SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-10T04:20:41.694183Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2608.07462"},"observation_digest":"sha256:eec37bd9e8c0e1815be53f6d19b6ef72b2cc707f835eaf9cd82b9ae10b67028b","observation_id":"10adce2e-e654-40fc-9766-7909b25b3abd","resolution":{"observed_at":"2026-08-10T04:20:41.694183Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-12T00:33:55.283870Z","title":"arXiv preprintarXiv:2412.02612(2024).https://doi.org/10.48550/arXiv.2412.02612","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.08067","last_updated":"2026-08-08T11:11:10Z","snapshot_observed_at":"2026-08-13T01:12:07.990667Z","submitted_at":"2026-08-08T11:11:10Z","title":"DialectS2S: End-to-End Speech Dialogue Modeling for Low-Resource Chinese Dialects","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-12T00:33:55.283870Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2608.08067"},"observation_digest":"sha256:b4b1c4e975f32554a55a4eeeb0ab90da3b7ed8b15e18ed2b0112f35b049ac595","observation_id":"c648a9b2-30be-496d-9dd7-ddc0d543d6e7","resolution":{"observed_at":"2026-08-12T00:33:55.283870Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-11T21:52:46.705383Z","title":"modality misalignment,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.09189","last_updated":"2026-08-10T06:58:30Z","snapshot_observed_at":"2026-08-13T01:16:52.520087Z","submitted_at":"2026-08-10T06:58:30Z","title":"EmoS: A Theory-Grounded Framework for Evaluating and Aligning Emotional Intelligence in Spoken Language Models","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T21:52:46.705383Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2608.09189"},"observation_digest":"sha256:e6a8fb482ba5dcc0fab37491e6947f04a47b35cda1fa7ce2b756e3a10d67f1cc","observation_id":"9515d57e-b62e-4052-85c9-8c62812abc88","resolution":{"observed_at":"2026-08-11T21:52:46.705383Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.02612","snapshot_observed_at":"2026-08-12T18:48:19.352788Z","title":"InProceedings of the IEEE/CVF International Conference on Computer Vision, pages 4210–4220","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.10720","last_updated":"2026-08-11T09:37:11Z","snapshot_observed_at":"2026-08-13T01:22:53.659310Z","submitted_at":"2026-08-11T09:37:11Z","title":"Ex-Omni-2D: Expressive Omni-Modal Dialogue Models with Native Visual Presence","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-12T18:48:19.352788Z"},"links":{"cited_paper":"/paper/2412.02612","citing_paper":"/paper/2608.10720"},"observation_digest":"sha256:020fed17f76e8c0d1d80f9fdc6918030e2161cc2819208a4911f75b186acd0a7","observation_id":"367b92de-17f2-424f-aebe-067cbe9272cf","resolution":{"observed_at":"2026-08-12T18:48:19.352788Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2412.02612/citation-record","integrity":"/paper/2412.02612/integrity","json":"/paper/2412.02612/citation-record.json","paper":"/paper/2412.02612"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2407.04051","last_updated":"2024-07-11T02:08:35Z","snapshot_observed_at":"2026-08-12T23:28:39.773027Z","submitted_at":"2024-07-04T16:49:02Z","title":"FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs","version":3},"cited_work":{"arxiv_id":"2407.04051","doi":"10.48550/arxiv.2407.04051","metadata_source":"pith","pith_arxiv_id":"2407.04051","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Funaudiollm: Voice understanding and generation foundation models for natural interaction between humans and llms.arXiv preprint arXiv:2407.04051","venue":"cs.SD","work_id":"7cd6d289-dca2-414f-99e0-809f37c065fa","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2407.04051","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:bcc7a8f33d41f0b54203abe0af40df4cc75002f80338a98e38cd6497c7d811a1","observation_id":"428a8c57-b510-4083-ae44-1c68b454d4d4","resolution":{"observed_at":"2026-05-16T03:53:47.534947Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:52.218158+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:52.218158+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04051","last_updated":"2024-07-11T02:08:35Z","snapshot_observed_at":"2026-08-12T23:28:39.773027Z","submitted_at":"2024-07-04T16:49:02Z","title":"FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs","version":3},"cited_work":{"arxiv_id":"2407.04051","doi":"10.48550/arxiv.2407.04051","metadata_source":"pith","pith_arxiv_id":"2407.04051","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Funaudiollm: Voice understanding and generation foundation models for natural interaction between humans and llms.arXiv preprint arXiv:2407.04051","venue":"cs.SD","work_id":"7cd6d289-dca2-414f-99e0-809f37c065fa","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2407.04051","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:98da327311ad0420b4708ed0f3de38b8c1c145a4fe21bd3bc28b93786ef1d604","observation_id":"3235a4e1-29c7-49e1-9881-79cfcf4a657b","resolution":{"observed_at":"2026-05-16T03:53:47.451410Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:52.218158+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:52.218158+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Speecht5: Unified-modal encoder-decoder pre-training for spoken language processing","venue":null,"work_id":"d6d2d38d-a03a-44a0-acd7-84cdd7540abe","year":2022},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:1e7fd92c8afea604e7a1562e22cc99ba32d4869aad50f0201816711b7e0a375a","observation_id":"e3724882-3b3d-4e39-8093-f4b6b5756589","resolution":{"observed_at":"2026-05-16T03:53:47.618077Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Tyers, and Gregor Weber","venue":null,"work_id":"b2ecb06c-4d8f-461c-b4c1-e2df14d3b130","year":2020},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:dee744ea735f40b9acc7bc2fb9d036062fcb93b30b7a83e4cb69d58442e1b4c4","observation_id":"81a8ed31-c0a8-4d5b-86d8-0987627100ba","resolution":{"observed_at":"2026-05-16T03:53:47.622424Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Semantic parsing on freebase from question-answer pairs","venue":null,"work_id":"279e4368-a78d-459d-81a5-fabb138741b9","year":2013},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:7b0147f553772ea26332493eb9eeaa018b33edb1ea5768ad7ad89e2d8b7b52fd","observation_id":"3fa3a989-7e68-46d1-a0ac-5533eb11bcb2","resolution":{"observed_at":"2026-05-16T03:53:47.626624Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Audiolm: A language modeling approach to audio generation","venue":null,"work_id":"2c3aae98-02e6-4ccc-91f6-bbc2f9e3146f","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:8bf8747a4271a09ebf1239d59cf135ceeee5209445556214b7edf849dc507fd9","observation_id":"a8b21b18-e969-4692-8b1e-c6a1c859dbd0","resolution":{"observed_at":"2026-05-16T03:53:47.630438Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"AISHELL-1: an open-source mandarin speech corpus and a speech recognition baseline","venue":null,"work_id":"2292de02-91a7-4b69-9e4b-c5cbd1f68602","year":2017},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:cb75c224ce3e161bc86c4f714f8cc720aa22e52c76819a7c80682e29b43c1ab8","observation_id":"ae4c66a3-9442-4bd7-b22b-2ae082be49b6","resolution":{"observed_at":"2026-05-16T03:53:47.634892Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Gigaspeech: An evolving, multi-domain ASR corpus with 10, 000 hours of transcribed audio","venue":null,"work_id":"9f65788f-3da9-470b-864d-fe411653afc9","year":2021},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:4dc85a3c2279421c4158a9d9c26e2667e773495415a73ddd912f92fc079172f1","observation_id":"78d31843-c909-4228-a158-d1a18b135ad2","resolution":{"observed_at":"2026-05-16T03:53:47.639545Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2105.03070","last_updated":"2021-05-31T11:05:43Z","snapshot_observed_at":"2026-08-09T04:56:11.459808Z","submitted_at":"2021-05-07T05:31:34Z","title":"SpeechNet: A Universal Modularized Model for Speech Processing Tasks","version":2},"cited_work":{"arxiv_id":"2105.03070","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2105.03070","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Speechnet: A universal modularized model for speech processing tasks","venue":null,"work_id":"07752b40-0b3a-4488-897a-19a69b941d9e","year":2021},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2105.03070","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:587096a1d270c8f041950d984f96051cfe1f3e7ed25ebeab4cba4f4daef1598f","observation_id":"3a63ed3e-23e6-4260-ae60-d5e5710d3ddb","resolution":{"observed_at":"2026-05-16T03:53:47.568840Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.07919","last_updated":"2023-12-21T10:20:42Z","snapshot_observed_at":"2026-08-07T10:17:55.688598Z","submitted_at":"2023-11-14T05:34:50Z","title":"Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models","version":2},"cited_work":{"arxiv_id":"2311.07919","doi":"10.48550/arxiv.2311.07919","metadata_source":"pith","pith_arxiv_id":"2311.07919","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models","venue":"eess.AS","work_id":"d3f033ac-bfa8-4143-9d0d-51f3f5bd3f0e","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2311.07919","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:d3d537373ce1c7284ae41317ac3648ead165530bbee0c8a7846c9b79903966af","observation_id":"af400f69-26f3-42aa-8581-4de09686fd5e","resolution":{"observed_at":"2026-05-16T03:53:47.586781Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"w2v-bert: Combining contrastive learning and masked language modeling for self-supervised speech pre-training","venue":null,"work_id":"7e149f0d-480c-4d44-a99f-6573052cab18","year":2021},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:cf32cc8ec841aefe6fab1923d1bb39c6199555d23f7d48b302a1fa17a6b8f26c","observation_id":"128b0c8f-5538-4169-99ad-61eedf01cb26","resolution":{"observed_at":"2026-05-16T03:53:47.643304Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"High fidelity neural audio compression","venue":null,"work_id":"cc72c285-80b5-4df8-9fc7-b7d6f69ac365","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:b3921d34bffe1290ce855d08559845140b70fe6c3493b9fde0cea6a4ba5d1081","observation_id":"ce7e9348-ed2d-4180-9b74-e1ef2a8d67f6","resolution":{"observed_at":"2026-05-16T03:53:47.647053Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Moshi: a speech-text foundation model for real-time dialogue","venue":null,"work_id":"3e51c3d9-ca35-47ca-9dbc-e2cfebb6f380","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:9a375bbd5010047c6edc99d561e1a2282a9acc0c67d1844a420b0bf59316e6e3","observation_id":"2b23fb98-f869-48f0-a7b0-ee6330a711b1","resolution":{"observed_at":"2026-05-16T03:53:47.651713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2005.00341","last_updated":"2020-04-30T09:02:45Z","snapshot_observed_at":"2026-08-06T03:57:57.420510Z","submitted_at":"2020-04-30T09:02:45Z","title":"Jukebox: A Generative Model for Music","version":1},"cited_work":{"arxiv_id":"2005.00341","doi":"10.48550/arxiv.2005.00341","metadata_source":"pith","pith_arxiv_id":"2005.00341","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Jukebox: A Generative Model for Music","venue":"eess.AS","work_id":"aeb5293c-aee5-4e2d-ae57-668eb930893e","year":2020},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2005.00341","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:3f7535455a6c1dae854aa00f6fa7cac449b7ebb13f103bee91ae0d5e1370c8a3","observation_id":"e61d7046-c9c2-4ae4-b5c1-a8dec4d9762d","resolution":{"observed_at":"2026-05-16T03:53:47.474084Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.05407","last_updated":"2024-07-09T07:42:51Z","snapshot_observed_at":"2026-08-10T17:49:50.848957Z","submitted_at":"2024-07-07T15:16:19Z","title":"CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens","version":2},"cited_work":{"arxiv_id":"2407.05407","doi":"10.48550/arxiv.2407.05407","metadata_source":"pith","pith_arxiv_id":"2407.05407","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens","venue":"cs.SD","work_id":"e5ad925a-4045-49b5-b301-208bcbf3eca8","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2407.05407","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:c256fcae56a3ba224d9d5fb111c229599b43b2b7d37ce8f38a175b8ed1d46683","observation_id":"9624689d-34a5-4bbf-9958-5d558347c2b8","resolution":{"observed_at":"2026-05-16T03:53:47.489342Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.06666","last_updated":"2025-03-01T12:59:49Z","snapshot_observed_at":"2026-08-12T22:47:34.452271Z","submitted_at":"2024-09-10T17:34:34Z","title":"LLaMA-Omni: Seamless Speech Interaction with Large Language Models","version":2},"cited_work":{"arxiv_id":"2409.06666","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2409.06666","snapshot_observed_at":"2026-07-04T08:29:41.322265Z","title":"Llama-omni: Seamless speech interaction with large language models","venue":null,"work_id":"130f0aad-80b2-40cc-a118-ad7dd036cb72","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2409.06666","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:53c7faf305243a0c663c4e5aa294be5c3fc77ef7109aca675428e91fbb837065","observation_id":"f6d2f7bb-0212-41b2-821f-8761c3a01feb","resolution":{"observed_at":"2026-05-16T03:53:47.496972Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.12793","last_updated":"2024-07-30T03:58:11Z","snapshot_observed_at":"2026-08-07T13:56:34.167869Z","submitted_at":"2024-06-18T16:58:21Z","title":"ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools","version":2},"cited_work":{"arxiv_id":"2406.12793","doi":"10.48550/arxiv.2406.12793","metadata_source":"pith","pith_arxiv_id":"2406.12793","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools","venue":"cs.CL","work_id":"de9ce5af-0d8d-4b94-9793-64968d9bc06d","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2406.12793","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:12eb9e229a81750d411667005e8b62ca245a742bbc0b8fa347fae9153104b41e","observation_id":"fc3eaf2f-8d26-4f33-b667-85b910de8067","resolution":{"observed_at":"2026-05-16T03:53:47.504259Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Textually pretrained speech language models","venue":null,"work_id":"f39b2119-d1fe-493e-8aa1-3c2ce205ea1a","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:de64d6412bed2f16cb88c1469398154443405835db58bca8f6483b51f18888a4","observation_id":"1a4a10bf-1b01-4729-90a6-2af436a5ba2b","resolution":{"observed_at":"2026-05-16T03:53:47.655384Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Visqol: an objective speech quality model","venue":null,"work_id":"0f51ee94-c751-401e-ab80-bd3f5964bf2a","year":2015},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:c0a798c2bf8092e519864c4fe83b244a3d1b33d06d8c867eea4e58626731ded6","observation_id":"71edbb6f-c061-453f-9cd6-c1f330ff99ee","resolution":{"observed_at":"2026-05-16T03:53:47.658897Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Hubert: Self-supervised speech representation learning by masked prediction of hidden units","venue":null,"work_id":"c18da846-2130-4e3e-9972-6011bfba9f35","year":2021},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:bc2ec8675daca8ee7f6281e7066c811e846ee62e2dedca500ffc663f32a0a814","observation_id":"3a9dac0b-07b1-4167-844f-875b90cd86b7","resolution":{"observed_at":"2026-05-16T03:53:47.662743Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.16532","last_updated":"2025-02-25T11:45:12Z","snapshot_observed_at":"2026-08-12T22:55:11.320450Z","submitted_at":"2024-08-29T13:43:36Z","title":"WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling","version":3},"cited_work":{"arxiv_id":"2408.16532","doi":"10.48550/arxiv.2408.16532","metadata_source":"arxiv_reference","pith_arxiv_id":"2408.16532","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Wavtokenizer: an efficient acoustic discrete codec tokenizer for audio language modeling","venue":"arXiv (Cornell University)","work_id":"741e6211-2d3b-4919-9f16-69a36a37a1df","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2408.16532","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:ffce5e8480b0f32efb091e3552065315d04cc0885c05ad2e51d91357c47d1c37","observation_id":"e2b763b3-d87f-49df-8695-4eb8f22c3ee3","resolution":{"observed_at":"2026-05-16T03:53:47.459620Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Weld, and Luke Zettlemoyer","venue":null,"work_id":"28dd1aef-453b-4861-92b2-254c7d181d3c","year":2017},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:b353c040b07d181ab70dfd92b5b7d558ae20ff0d150c7d53ed753168ce0a5cf6","observation_id":"b0890416-7408-4d34-a069-6cdd6a38cf59","resolution":{"observed_at":"2026-05-16T03:53:47.666570Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis","venue":null,"work_id":"75e52062-b6cb-4680-b168-5ef54794712a","year":2020},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:76587141f2fffa09570611d648ceae7967baed4205e054b71d7498c01ab5248d","observation_id":"b2135a48-3780-4905-b892-b91538d23279","resolution":{"observed_at":"2026-05-16T03:53:47.670373Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"High-fidelity audio compression with improved RVQGAN","venue":null,"work_id":"9a02f4f4-6763-4a93-b4e8-baab87042dbe","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:3f1d3ff9b4e0fefe1f27de721db296b586fe446452928a19acfdb9fe2cb689bf","observation_id":"ecca975d-faad-4b7f-9616-7c05c0bbaa02","resolution":{"observed_at":"2026-05-16T03:53:47.674339Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"On generative spoken language modeling from raw audio","venue":null,"work_id":"2a2f0544-f8f6-4466-8795-5a715db273c3","year":2021},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:521607d6eccf6cdf05a823378def925e441ce5e6152e8ef7aab5edcbec136659","observation_id":"34f5ceb6-10a5-41d6-864e-315132f2e335","resolution":{"observed_at":"2026-05-16T03:53:47.678369Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-09T06:46:03.329499Z","title":"Hashimoto","venue":null,"work_id":"f6bb2597-5a11-426e-856c-0c8371b32056","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:5e6f8db1a1a190b4972a985a61a8f5d1b1bb6eb0b4487c24cb733a90e8cb58cb","observation_id":"ada80ec3-6120-48fb-a3c9-5fc21ccabf5f","resolution":{"observed_at":"2026-05-16T03:53:47.681842Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.21437/interspeech.2019-2003","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Mosnet: Deep learning-based objective assessment for voice conversion","venue":null,"work_id":"28c655e4-999f-4510-9bc3-18dcece94d57","year":2019},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:8d62a5e161a5bbbffec8941519de8c66435de67e3c408f7d4ea79dd1b9d33e40","observation_id":"eef3f15d-3231-419d-b0c4-8ca8a977832f","resolution":{"observed_at":"2026-05-16T03:53:47.443984Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1711.05101","last_updated":"2019-01-04T21:01:49Z","snapshot_observed_at":"2026-08-09T20:34:52.923500Z","submitted_at":"2017-11-14T14:24:06Z","title":"Decoupled Weight Decay Regularization","version":3},"cited_work":{"arxiv_id":"1711.05101","doi":"10.1137/1.9781611972825.47","metadata_source":"pith","pith_arxiv_id":"1711.05101","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Decoupled Weight Decay Regularization","venue":"cs.LG","work_id":"07ef7360-d385-4033-83f7-8384a6325204","year":2017},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/1711.05101","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:69a44c63c1fe5e686f888d2628f31318276daebd798ce8fa9b898230ea062c12","observation_id":"3f6fb731-0617-4ffb-9282-35d5f64b2ea1","resolution":{"observed_at":"2026-05-16T03:53:47.561835Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Matcha-TTS: A fast TTS architecture with conditional flow matching","venue":null,"work_id":"1c0b1fd9-57f3-42d7-9f39-a2a009488840","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:b0437b36c6da91023b19784b73f04f48ed3e47c828d41bcf4a3bdb2128ce0941","observation_id":"946fcd8e-2a4f-4fb0-a601-248d42e628ab","resolution":{"observed_at":"2026-05-16T03:53:47.685465Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1604.01696","last_updated":"2016-04-06T17:15:10Z","snapshot_observed_at":"2026-08-02T13:14:17.832691Z","submitted_at":"2016-04-06T17:15:10Z","title":"A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories","version":1},"cited_work":{"arxiv_id":"1604.01696","doi":"10.48550/arxiv.1604.01696","metadata_source":"pith","pith_arxiv_id":"1604.01696","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories","venue":"cs.CL","work_id":"57863a72-4f75-4a4c-8747-c34f79541821","year":2016},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/1604.01696","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:dca015678fdc11d2905342e91441bdad17310e5f6c0fe23ea69520415d3c2fbd","observation_id":"cf78982d-c7b2-469a-882c-50d91a7f073d","resolution":{"observed_at":"2026-05-16T03:53:47.580477Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"cb27af4d-a183-43f5-9d30-2ecb39c8e18e","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:b5c45a133158d34f60642ccfce415a8c9622ae54bb717488cb7f630eceb29ea1","observation_id":"819280b5-76a1-44e4-b111-a8954543a1a2","resolution":{"observed_at":"2026-05-16T03:53:47.689123Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Expresso: A benchmark and analysis of discrete expressive speech resynthesis","venue":null,"work_id":"6e261be5-a579-49f7-a400-1f90ad1ee579","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:204eea0fb3b15df85449897fa69d9e886b08a35d06bfb33faeeaabb2aaf8a3e9","observation_id":"8f72d4a3-3105-4f5e-98b6-9b7137c48b87","resolution":{"observed_at":"2026-05-16T03:53:47.693009Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05755","last_updated":"2024-10-18T19:18:41Z","snapshot_observed_at":"2026-08-10T22:55:26.169228Z","submitted_at":"2024-02-08T15:39:32Z","title":"Spirit LM: Interleaved Spoken and Written Language Model","version":2},"cited_work":{"arxiv_id":"2402.05755","doi":"10.48550/arxiv.2402.05755","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.05755","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Costa-jussà, Maha Elbayad, Sravya Popuri, Paul-Ambroise Duquenne, Robin Algayres, Ruslan Mavlyutov, Itai Gat, et al","venue":"arXiv (Cornell University)","work_id":"68de0d08-16b3-465c-8cd5-3ee2f70c1524","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2402.05755","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:948e60f60211dc2768711b55c7323b806f59e08b51c19f44b00f003d5255ab1c","observation_id":"c4fbebb8-c809-42ba-9429-97f5c5813b31","resolution":{"observed_at":"2026-05-16T03:53:47.467367Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Hello gpt-4o","venue":null,"work_id":"c627133e-7aca-4ae7-9757-d6d51e33bc7a","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:13bdca7cfefe4c7362a9fc67d69a5196c92f36314192161cb63708ad7f1270b9","observation_id":"56f4ccd2-1fab-4072-959a-883767a84c87","resolution":{"observed_at":"2026-05-16T03:53:47.696496Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2015.71789","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T02:49:24.868339Z","title":"Librispeech: An asr corpus based on public domain audio books","venue":null,"work_id":"df63c69d-e844-42e4-9af2-7c1387672318","year":2015},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:8a409c6fb5780652d12ddcbd43f08c0b540329896cb6a455b55dd4d204ac5dad","observation_id":"da8ccf8d-a09a-43c0-883e-8ab295c48875","resolution":{"observed_at":"2026-05-16T03:53:47.482142Z","resolver_source":"arxiv_id","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"MLS: A large-scale multilingual dataset for speech research","venue":null,"work_id":"09da5f6c-7a80-4b22-91bb-d3f9dd57a563","year":2020},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:4a53033e1f4dce73507a2f998a705dfcf86a8167edd763a379c57b2fb1b8a898","observation_id":"7a9de88f-0a4d-48aa-8860-e228c2bdc72c","resolution":{"observed_at":"2026-05-16T03:53:47.591044Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Robust speech recognition via large-scale weak supervision","venue":null,"work_id":"fd39266d-3327-4021-a5b4-1528a887aac3","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:407b3c8302a8dd4d3eca8a8fec87a5f4ffece656ebc761a736534a51b1fdb4ef","observation_id":"c7df4242-ba72-4665-bea6-3ed93ee2f1a0","resolution":{"observed_at":"2026-05-16T03:53:47.595307Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Utmos: Utokyo-sarulab system for voicemos challenge 2022","venue":null,"work_id":"c51f0ebc-ec10-4e07-bc9c-fbe82f1e593f","year":2022},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:9a582a9bf74e0d6344db6af3f1dca06acd2373138892a79a705bc2363c14028a","observation_id":"27d591dd-3b16-4bd0-9f57-488deefa01fc","resolution":{"observed_at":"2026-05-16T03:53:47.598875Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.03266","last_updated":"2023-12-25T08:44:15Z","snapshot_observed_at":"2026-07-06T16:03:10.517945Z","submitted_at":"2023-08-07T03:12:27Z","title":"SeACo-Paraformer: A Non-Autoregressive ASR System with Flexible and Effective Hotword Customization Ability","version":4},"cited_work":{"arxiv_id":"2308.03266","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2308.03266","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Seaco-paraformer: A non-autoregressive asr system with flexible and effective hotword customization ability","venue":null,"work_id":"08cecc11-ca64-4a14-97e8-57887bd5be3c","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2308.03266","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:39a70ce5f6063069dbcba14bf06706e0262c09abb6ddf21564f7483027a4bf29","observation_id":"93ab99dc-015a-47a7-ad76-78ab99bfb764","resolution":{"observed_at":"2026-05-16T03:53:47.512254Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Senior, and Koray Kavukcuoglu","venue":null,"work_id":"59d4258b-3775-427d-8cb2-adc88e8f9553","year":2016},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:56f4c08312792083b4084e9d0863861759e71088660bd8c602881cd7ebc37b9e","observation_id":"3d330d51-644f-45ba-8f7d-b6873c7187df","resolution":{"observed_at":"2026-05-16T03:53:47.602159Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Neural discrete representation learning","venue":null,"work_id":"41749834-0896-4787-94f4-bf60742520ae","year":2017},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:4cea05685b5f647227fa3c952e2b31fc596c165b565e2d85f4f75f2e762ac336","observation_id":"fe09de31-23ef-4236-acc5-6a6450230f34","resolution":{"observed_at":"2026-05-16T03:53:47.606181Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.00774","last_updated":"2024-12-08T05:41:56Z","snapshot_observed_at":"2026-08-12T22:09:32.316241Z","submitted_at":"2024-11-01T17:59:51Z","title":"Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM","version":5},"cited_work":{"arxiv_id":"2411.00774","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2411.00774","snapshot_observed_at":"2026-07-04T02:49:25.043605Z","title":"Freeze-omni: A smart and low latency speech-to-speech dialogue model with frozen llm","venue":null,"work_id":"65441f0b-9103-494d-b83b-8d7c6235ed67","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2411.00774","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:79aa718a10bf62d9a68f74faf72c45b1270214d8d96e650bd93156a84db78eb2","observation_id":"abae069a-dbed-4db4-87c3-2b4187cdda19","resolution":{"observed_at":"2026-05-16T03:53:47.520398Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.16725","last_updated":"2024-11-05T02:24:18Z","snapshot_observed_at":"2026-08-12T22:55:00.524050Z","submitted_at":"2024-08-29T17:18:53Z","title":"Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming","version":3},"cited_work":{"arxiv_id":"2408.16725","doi":"10.48550/arxiv.2408.16725","metadata_source":"pith","pith_arxiv_id":"2408.16725","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Mini-omni: Language models can hear, talk while thinking in streaming","venue":"cs.AI","work_id":"5192d640-6f69-48bb-b5e7-c2eb57e52726","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2408.16725","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:b3eb8b3b843edba4673bfae189b3aee030cfd815ede7f4b5ac6f1b792269c52a","observation_id":"65b8e58d-971c-46f6-918a-71daacd9e47c","resolution":{"observed_at":"2026-05-16T03:53:47.527359Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:50.736753+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:50.736753+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Wenet: Production oriented streaming and non-streaming end-to-end speech recognition toolkit","venue":null,"work_id":"5545455c-2927-424d-9988-2336355418a3","year":2021},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:3cc579c48f08574a70001a6a30605759456d74503b01d0d8f1a08ea8485e3767","observation_id":"f4700e4e-0ad4-49df-a1f1-30827606ba70","resolution":{"observed_at":"2026-05-16T03:53:47.614235Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2021.312999","doi":"10.1109/taslp.2021.3129994","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Soundstream: An end-to-end neural audio codec","venue":"IEEE/ACM Transactions on Audio Speech and Language Processing","work_id":"fb74ddf3-428a-41a7-b727-4afa47e97f60","year":2022},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:2fe5becba0a1bf4f572737039b4f1e3c5007c782e9baab9f2b17bcedbb102cb0","observation_id":"2baaaea2-be98-4cc4-9ba7-08c715ce5c63","resolution":{"observed_at":"2026-05-16T03:53:47.438327Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-07-10T18:18:55.928976+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T18:18:55.928976+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.17607","last_updated":"2024-12-02T16:13:24Z","snapshot_observed_at":"2026-08-12T12:17:09.018698Z","submitted_at":"2024-11-26T17:19:09Z","title":"Scaling Speech-Text Pre-training with Synthetic Interleaved Data","version":2},"cited_work":{"arxiv_id":"2411.17607","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2411.17607","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Scaling speech-text pre-training with synthetic interleaved data","venue":null,"work_id":"e7e7d3fc-6674-4e8e-83bf-0ffda7823740","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2411.17607","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:e7844e9a5f44aa4bf22e5b5032bb3c2071cffd5a71629508c6505ba5c4cde660","observation_id":"140afabd-8852-45ff-b4fd-3259ed7362f6","resolution":{"observed_at":"2026-05-16T03:53:47.541943Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.11000","last_updated":"2023-05-19T14:41:16Z","snapshot_observed_at":"2026-08-07T10:56:05.622094Z","submitted_at":"2023-05-18T14:23:25Z","title":"SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities","version":2},"cited_work":{"arxiv_id":"2305.11000","doi":"10.48550/arxiv.2305.11000","metadata_source":"arxiv_reference","pith_arxiv_id":"2305.11000","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Speechgpt: Empowering large language models with intrinsic cross-modal conversational abilities","venue":"arXiv (Cornell University)","work_id":"003168ec-b0d0-4979-830c-7df75e11d84b","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2305.11000","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:ac5cdcca3850fda8a0a2ff7155d27e56b3e19fa82363b10b647e33622dd0cde9","observation_id":"ef1432ba-bd84-420b-b16e-d9df22ac1ef1","resolution":{"observed_at":"2026-05-16T03:53:47.549814Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2205.01068","last_updated":"2022-06-21T17:04:40Z","snapshot_observed_at":"2026-08-06T03:13:37.403059Z","submitted_at":"2022-05-02T17:49:50Z","title":"OPT: Open Pre-trained Transformer Language Models","version":4},"cited_work":{"arxiv_id":"2205.01068","doi":"10.48550/arxiv.2205.01068","metadata_source":"pith","pith_arxiv_id":"2205.01068","snapshot_observed_at":"2026-07-11T03:37:45.880117Z","title":"OPT: Open Pre-trained Transformer Language Models","venue":"cs.CL","work_id":"d7ff3b21-1fff-4cf4-952a-4714e3ef2307","year":2022},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2205.01068","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:b36abe9390a5d85a493e52638bd69e1b0e79604324a3b2ffd7aff3a148aa39ea","observation_id":"f8751651-4312-4aab-aba1-28dbbaf552d9","resolution":{"observed_at":"2026-05-16T03:53:47.556162Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-05-25T10:53:17.026227+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-25T10:53:17.026227+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Speechtokenizer: Unified speech tokenizer for speech language models","venue":null,"work_id":"f285dd49-4f4f-4576-9f6e-8821a6b60a95","year":2024},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:662032ddacc27d9c043f78d8e4e50f0b341d7e3ec49bf7d114494c6d0afcc965","observation_id":"2c157565-0887-4b56-952c-48550c350d74","resolution":{"observed_at":"2026-05-16T03:53:47.610346Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.05685","last_updated":"2023-12-24T02:01:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-06-09T05:55:52Z","title":"Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena","version":4},"cited_work":{"arxiv_id":"2306.05685","doi":"10.1109/4235.797969","metadata_source":"pith","pith_arxiv_id":"2306.05685","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena","venue":"cs.CL","work_id":"d0c30cd7-81e1-4159-a87f-f6adca77ff08","year":2023},"citing_paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-16T03:53:47.396742Z"},"links":{"cited_paper":"/paper/2306.05685","citing_paper":"/paper/2412.02612"},"observation_digest":"sha256:27f947120d2a4714aeb533e8eeb7ee48f93aa1b118578f2c757661b3cf49f563","observation_id":"13dd085b-36e2-49f1-b5c6-9e8b5f9fdc4b","resolution":{"observed_at":"2026-05-16T03:53:47.574522Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.02612","last_updated":"2024-12-03T17:41:24Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-12T12:50:46.995038Z","submitted_at":"2024-12-03T17:41:24Z","title":"GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot"},"reference_resolution":{"displayed":50,"state_counts":{"malformed_identifier":1,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":1,"verified_exact":20,"verified_fuzzy":27},"total_outbound_references":50},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"thesis":"As of 13 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 94 inbound Pith citation observations for arXiv:2412.02612."}