{"as_of":"2026-08-14T07:39:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:04a160489429a7b364dac00b817254cba97ee6d12f2a3474bbca12bcffd033da","coverage":[{"denominator":26,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T17:12:43.589127Z","state":"measured"},{"denominator":28,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":28,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-22T10:43:05.397881Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-22T10:44:47.428776Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"cited_work":{"arxiv_id":"2411.12830","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2411.12830","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Pandey, M","venue":null,"work_id":"bcefda09-66b1-4a21-adf3-9a2137fa5683","year":2024},"citing_paper":{"arxiv_id":"2605.03934","last_updated":"2026-05-21T16:23:09Z","snapshot_observed_at":"2026-08-11T03:01:50.707236Z","submitted_at":"2026-05-05T16:23:06Z","title":"Towards Open World Sound Event Detection","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-07T12:38:14.834689Z"},"links":{"cited_paper":"/paper/2411.12830","citing_paper":"/paper/2605.03934"},"observation_digest":"sha256:99a46b2a68590c3d3c7bfe6962adfbf46b58f47cc6e13800b0814bdb16739cff","observation_id":"5d3fef46-d261-45f3-b268-b3b7da0dbd52","resolution":{"observed_at":"2026-05-12T09:11:26.780143Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"cited_work":{"arxiv_id":"2411.12830","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2411.12830","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Pandey, M","venue":null,"work_id":"bcefda09-66b1-4a21-adf3-9a2137fa5683","year":2024},"citing_paper":{"arxiv_id":"2605.03934","last_updated":"2026-05-21T16:23:09Z","snapshot_observed_at":"2026-08-11T03:01:50.707236Z","submitted_at":"2026-05-05T16:23:06Z","title":"Towards Open World Sound Event Detection","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-22T10:43:05.397881Z"},"links":{"cited_paper":"/paper/2411.12830","citing_paper":"/paper/2605.03934"},"observation_digest":"sha256:043ac3f6e714de7b76f2025a4e75c2e96607e772f904e65d8b54a1b1151f0e69","observation_id":"89acca0c-34a1-4b02-9f77-1c045eeccb63","resolution":{"observed_at":"2026-05-22T10:44:47.431820Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2411.12830/citation-record","integrity":"/paper/2411.12830/integrity","json":"/paper/2411.12830/citation-record.json","paper":"/paper/2411.12830"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:12:44.273702Z","title":"Direction of arrival estima- tion for multiple sound sources using convolutional recurrent neural network,","venue":null,"work_id":"03de02eb-dd2a-422b-9e5f-802c86414d8f","year":2018},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.403770Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:7c3e9f605b50104f49f10e064c182f450c3c35c2e00e5f6a92d197b1347049e5","observation_id":"83c5028f-0e76-4d32-b2a4-76bd98e1f234","resolution":{"observed_at":"2026-08-12T17:12:44.280535Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.249950Z","title":"Sound event localization and detection of overlapping sources using convolutional recurrent neural networks,","venue":null,"work_id":"eda020e1-a7fb-46f9-90c8-d4783464ca4a","year":2018},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.415211Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:60b91a110807e970742a4a4f8f068d98aae4d1b6c4a698b5527f4e2efd0e8f02","observation_id":"56a4eecd-a68c-42f5-b34a-68d0009de2e5","resolution":{"observed_at":"2026-08-12T17:12:44.255227Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.230075Z","title":"The application of DOA estimation approach in patient tracking systems with high patient density,","venue":null,"work_id":"5d3e8fdc-2549-4137-a5c4-be5a86823cf4","year":2016},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.425325Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:54c0df4e34e219435d874bbc320b7665398fd835877cc701c7627adb86c05966","observation_id":"906e1333-b1fa-440c-a6f0-fda5ab03c94a","resolution":{"observed_at":"2026-08-12T17:12:44.236171Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.211296Z","title":"Maximum likelihood approach to “informed","venue":null,"work_id":"00ffec1f-088d-426f-a814-2ff88ed0ce0f","year":2015},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.435115Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:3f811516b466fb1fe0e7ab840a80c1fd3a56f8cb33f17318a8307f2a308690b2","observation_id":"101dc9c2-96dc-47a4-bc83-04cfa0faf346","resolution":{"observed_at":"2026-08-12T17:12:44.217449Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.188678Z","title":"A survey of sound source localization with deep learning methods,","venue":null,"work_id":"ca1b0212-a435-4323-a64d-dc099f30a489","year":2022},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.443735Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:b58ed9c73648a0f7d3b0018bf9089b36fe5e710fa74da0781acf05d8f4df5c18","observation_id":"a2870874-f28f-4207-adee-ec412b17f4d4","resolution":{"observed_at":"2026-08-12T17:12:44.195495Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.163344Z","title":"Accdoa: Activity-coupled cartesian direction of arrival representation for sound event localization and detection,","venue":null,"work_id":"5373816b-9cd5-442f-a588-c520de09aa8c","year":2021},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.450215Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:723c045286bcbea3f8addd3519043496de4315b237de9763ede3439826f67dbb","observation_id":"0e7cfae8-fb6b-46bd-aa42-7f9d36cc09b3","resolution":{"observed_at":"2026-08-12T17:12:44.172100Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.132950Z","title":"Joint measurement of localization and detection of sound events,","venue":null,"work_id":"0e1f5c41-517d-4f00-a84a-62d316a65a69","year":2019},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.455646Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:5cf182127495dcac2dcebdbc085d6bcb12c3e413b565a94536b1537ba24f7eae","observation_id":"f484107f-c5d4-4460-a767-55bc43fb9041","resolution":{"observed_at":"2026-08-12T17:12:44.139286Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.110138Z","title":"An improved event-independent network for polyphonic sound event localization and detection,","venue":null,"work_id":"55a4b46c-f2fc-42c7-93b3-cffbea9ef949","year":2021},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.462773Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:7a651ef22ea3dd596d326ca52279e201ba22562892125f3f77b1df741949cfa1","observation_id":"896224bc-92f7-445a-b84e-4397e0abf55e","resolution":{"observed_at":"2026-08-12T17:12:44.115085Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.085739Z","title":"Polyphonic sound event detection using convolutional bidirectional lstm and synthetic data-based transfer learning,","venue":null,"work_id":"2e3f7662-f49d-46eb-9d43-559734272f5c","year":2019},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.467910Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:5d017cf548bf65a05a998bd10d3f57e07b0ec7eb93378368939aafd51510fbbf","observation_id":"2d89ebf2-e545-4e66-a30a-2253c0fabf76","resolution":{"observed_at":"2026-08-12T17:12:44.093488Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.061833Z","title":"Semi-supervised sound event detection with pre-trained model,","venue":null,"work_id":"1bdcad86-1bb2-4c69-bd8e-90a4bd8ead47","year":2023},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.475352Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:7155019f4079147a6d6c7b7c640585badf7cbf795be06e08f47a1fb8d51dea17","observation_id":"2802a1a5-88f1-4a61-a5d4-b621920e6d23","resolution":{"observed_at":"2026-08-12T17:12:44.071111Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.02781","last_updated":"2024-02-05T07:30:32Z","snapshot_observed_at":"2026-08-13T04:27:02.354831Z","submitted_at":"2024-02-05T07:30:32Z","title":"Dual Knowledge Distillation for Efficient Sound Event Detection","version":1},"cited_work":{"arxiv_id":"2402.02781","doi":null,"metadata_source":"pith","pith_arxiv_id":"2402.02781","snapshot_observed_at":"2026-08-12T17:12:43.871375Z","title":"Dual Knowledge Distillation for Efficient Sound Event Detection","venue":"cs.SD","work_id":"fd2313bb-5186-40f9-b579-387dff755474","year":2024},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.483306Z"},"links":{"cited_paper":"/paper/2402.02781","citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:77f2a5be58c687e80f419eb59c3b65fef309126dec9d7435859b4b860d8c243d","observation_id":"a9bb4a6d-68ae-4ad1-9663-d7b7264ae3c6","resolution":{"observed_at":"2026-08-12T17:12:43.887345Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:44.040993Z","title":"Learning a unified clas- sifier incrementally via rebalancing,","venue":null,"work_id":"e76c27aa-55fa-4072-b488-86a25a19de3c","year":2019},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.492694Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:90817539e3bcb902fba314df88de4620402bc03bee544e52544f702218851b3f","observation_id":"91a4240f-3c48-4241-bfaa-53cb12ff132c","resolution":{"observed_at":"2026-08-12T17:12:44.047148Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:12:43.500187Z","title":"Continual lifelong learning with neural networks: A review,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.500187Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:d83c6e1f1b03e7df306592e5766e9b02a1014a279ce16778139f8ecee3bcd7f8","observation_id":"7cdd6398-f3fe-47e9-8dc1-2ba7d6bfb676","resolution":{"observed_at":"2026-08-12T17:12:43.500187Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:12:44.006167Z","title":"icarl: Incremental classifier and representation learning,","venue":null,"work_id":"c3cd3d64-fddb-4fc4-9eb2-1511a8be2128","year":2017},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.508466Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:a31c2a573e9975f3ad432a671b37cbbd48ccd3be3daac9a2505f883aa1cb69c1","observation_id":"fe6b80ff-fea1-4165-aea4-243c2a1f9d71","resolution":{"observed_at":"2026-08-12T17:12:44.012639Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1904.07734","last_updated":"2019-04-15T12:22:36Z","snapshot_observed_at":"2026-08-12T16:57:46.530292Z","submitted_at":"2019-04-15T12:22:36Z","title":"Three scenarios for continual learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1904.07734","snapshot_observed_at":"2026-08-12T17:12:43.513761Z","title":"Three scenarios for continual learning,","venue":null,"work_id":null,"year":1904},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.513761Z"},"links":{"cited_paper":"/paper/1904.07734","citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:fbb7221f5452a0513c72f6def1397ea6776234a4fa7cb686591ed3c23242a07e","observation_id":"26eb158a-f239-4241-8de3-87df7a56bee2","resolution":{"observed_at":"2026-08-12T17:12:43.513761Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:12:43.520599Z","title":"Learning without forgetting,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.520599Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:bfcfa50655956bca605d60ef3878f83b06300b4502a914e75b6568394703fe78","observation_id":"93fff1f7-d175-41d9-8afd-38bc1b7d0c9d","resolution":{"observed_at":"2026-08-12T17:12:43.520599Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:12:43.963173Z","title":"Multi-domain incremental learning for semantic segmen- tation,","venue":null,"work_id":"16957022-2d3d-4062-acb0-200efdf20419","year":2022},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.528500Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:80cdb8a7064b407b385641d6a93a8878e9272aa4d5f69a36404752885badd798","observation_id":"72963a50-5c4a-402e-b571-70bd2e6d21fa","resolution":{"observed_at":"2026-08-12T17:12:43.979027Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.00465","last_updated":"2024-07-26T07:57:18Z","snapshot_observed_at":"2026-08-12T23:32:09.797344Z","submitted_at":"2024-06-29T15:21:20Z","title":"Characterizing Continual Learning Scenarios and Strategies for Audio Analysis","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.00465","snapshot_observed_at":"2026-08-12T17:12:43.533728Z","title":"Charac- terizing continual learning scenarios and strategies for audio analysis,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.533728Z"},"links":{"cited_paper":"/paper/2407.00465","citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:b593724dd721350e8cd071520ccab9f0f624f219ac38a08ce6d0dc03975615c9","observation_id":"1f4eb3e6-f8e9-464f-8fbd-beb432caf2b6","resolution":{"observed_at":"2026-08-12T17:12:43.533728Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:12:43.939838Z","title":"Class-incremental learning for multi- label audio classification,","venue":null,"work_id":"f88c88c6-0209-4ce5-800c-48bfffa52a0a","year":2024},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.540244Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:983aa4564a2d0c76d33705cf2d166f1b96c1b7b8b8c07186ff9b7fd09a41b3c1","observation_id":"b8f57f7b-fa73-4a0f-8fda-f0f23967f32a","resolution":{"observed_at":"2026-08-12T17:12:43.946961Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.14815","last_updated":"2023-08-24T12:35:40Z","snapshot_observed_at":"2026-08-13T21:03:38.004067Z","submitted_at":"2023-02-28T18:07:41Z","title":"Incremental Learning of Acoustic Scenes and Sound Events","version":2},"cited_work":{"arxiv_id":"2302.14815","doi":null,"metadata_source":"pith","pith_arxiv_id":"2302.14815","snapshot_observed_at":"2026-08-12T17:12:43.788434Z","title":"Incremental Learning of Acoustic Scenes and Sound Events","venue":"eess.AS","work_id":"f4df72fe-ddce-49c1-a5bd-d6ea23957044","year":2023},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.546468Z"},"links":{"cited_paper":"/paper/2302.14815","citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:47e6963772beee7b0619078204185dd9d4ed8882582173c553127eaedf10682a","observation_id":"6b0f6959-ccd7-4519-8d82-50386aebb6a5","resolution":{"observed_at":"2026-08-12T17:12:43.795709Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-12T17:12:43.922695Z","title":"Progressive continual learning for spoken keyword spotting,","venue":null,"work_id":"1aead557-5a34-45c8-af3a-fe2d711a8f74","year":2022},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.555355Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:d883bc161dc3734770183b6a5d8f5c7141f870fcad7932d54032f6f17cad819e","observation_id":"3506cd5d-1e03-4360-9e51-1183a444ddff","resolution":{"observed_at":"2026-08-12T17:12:43.927903Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2207.07429","last_updated":"2022-07-18T07:54:14Z","snapshot_observed_at":"2026-08-13T15:03:35.564759Z","submitted_at":"2022-07-15T12:13:04Z","title":"Continual Learning For On-Device Environmental Sound Classification","version":2},"cited_work":{"arxiv_id":"2207.07429","doi":null,"metadata_source":"pith","pith_arxiv_id":"2207.07429","snapshot_observed_at":"2026-08-12T17:12:43.735370Z","title":"Continual Learning For On-Device Environmental Sound Classification","venue":"cs.SD","work_id":"96419c75-7c4e-4678-89d8-d88e78ad8626","year":2022},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.564375Z"},"links":{"cited_paper":"/paper/2207.07429","citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:077f29c387ded2ef9f8e61f3fd97461759c48349f7d7de0789ff145dfec860e0","observation_id":"373bd8a0-7f58-4f99-a2f8-8e601d088edc","resolution":{"observed_at":"2026-08-12T17:12:43.750551Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.03661","last_updated":"2025-03-20T17:45:12Z","snapshot_observed_at":"2026-08-12T23:29:05.713526Z","submitted_at":"2024-07-04T06:02:52Z","title":"Where's That Voice Coming? Continual Learning for Sound Source Localization","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.03661","snapshot_observed_at":"2026-08-12T17:12:43.570376Z","title":"Configurable doa estimation using incremental learning,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.570376Z"},"links":{"cited_paper":"/paper/2407.03661","citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:50ce8a419e1451466e364fd9af400adfc9900b59a8b8f91558a45e546f10f233","observation_id":"73fdcc79-ce97-492a-8954-874ccb50ebb5","resolution":{"observed_at":"2026-08-12T17:12:43.570376Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2106.06999","last_updated":"2021-07-04T19:30:58Z","snapshot_observed_at":"2026-08-13T19:04:34.672560Z","submitted_at":"2021-06-13T13:54:21Z","title":"A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.06999","snapshot_observed_at":"2026-08-12T17:12:43.575817Z","title":"A dataset of dynamic reverberant sound scenes with directional interferers for sound event localization and detection,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.575817Z"},"links":{"cited_paper":"/paper/2106.06999","citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:06ccec1df29ae765cb3fd8184741b0a00b07bc91d8eec0a5b53e6b9d9c67512c","observation_id":"ce909e07-1da0-4b80-9ce2-c872148c0533","resolution":{"observed_at":"2026-08-12T17:12:43.575817Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2206.01948","last_updated":"2022-09-02T09:48:10Z","snapshot_observed_at":"2026-08-13T15:30:09.711034Z","submitted_at":"2022-06-04T08:59:08Z","title":"STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.01948","snapshot_observed_at":"2026-08-12T17:12:43.583459Z","title":"Starss22: A dataset of spatial recordings of real scenes with spatiotem- poral annotations of sound events,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.583459Z"},"links":{"cited_paper":"/paper/2206.01948","citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:a401bdcb996914338be473e9cba2bbdeb248297dca8404e9f371c4f8427473cf","observation_id":"61cb71a6-6f0a-4140-9b89-b44c5cb6126d","resolution":{"observed_at":"2026-08-12T17:12:43.583459Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:12:43.589127Z","title":"Overview and evaluation of sound event localization and detection in dcase 2019,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-12T17:12:43.589127Z"},"links":{"citing_paper":"/paper/2411.12830"},"observation_digest":"sha256:43edceb93421e53b4b6977fdd15d007a511e987811101a77053b440b012d381c","observation_id":"139cde2c-f111-4084-9551-e510c0fafac4","resolution":{"observed_at":"2026-08-12T17:12:43.589127Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2411.12830","last_updated":"2024-11-19T19:34:44Z","latest_version":1,"primary_category":"eess.AS","snapshot_observed_at":"2026-08-12T17:06:56.945682Z","submitted_at":"2024-11-19T19:34:44Z","title":"Class-Incremental Learning for Sound Event Localization and Detection"},"reference_resolution":{"displayed":26,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":8,"verified_exact":3,"verified_fuzzy":15},"total_outbound_references":26},"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":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 2 inbound Pith citation observations for arXiv:2411.12830."}