{"as_of":"2026-08-09T03:59:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:106984143587d31245efd105dd7f06bc24125608bfc3f6d4aec1acc7d2cd13cf","coverage":[{"denominator":44,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":44,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T04:38:10.185475Z","state":"measured"},{"denominator":44,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":44,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2506.10207/citation-record","integrity":"/paper/2506.10207/integrity","json":"/paper/2506.10207/citation-record.json","paper":"/paper/2506.10207"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:38:16.031004Z","title":null,"venue":null,"work_id":"18fb1406-4b1c-49ea-b83d-fd53f5f59386","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.002876Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:f63e26b92384565e9269abb63dc141e59abb581508959b43507e909d120f86e6","observation_id":"d9334ba1-7543-40ab-a391-1b433f83c46e","resolution":{"observed_at":"2026-08-07T04:38:16.118175Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:15.834912Z","title":null,"venue":null,"work_id":"d50eebd8-baea-4ec9-a777-8f761836eefe","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.007370Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:fe475cd2aab8da590a34e22a876dccf700e07a8a773e649ac570159cae8e1538","observation_id":"10a71c16-d43b-46ce-b44a-20af4c2b8015","resolution":{"observed_at":"2026-08-07T04:38:15.930558Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:15.637369Z","title":null,"venue":null,"work_id":"f74eb25f-7cf9-4982-a8db-653fdf54edda","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.011459Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:5134005b294a3d9cc32d0433ca14056d3e9db0673551338ab88b1a45242ca139","observation_id":"a40efbdf-3df0-4f56-af9a-133c56668d6b","resolution":{"observed_at":"2026-08-07T04:38:15.738174Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:15.469039Z","title":null,"venue":null,"work_id":"0bf49420-b004-4456-8e9f-5d6d8ccbe2c4","year":2022},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.015587Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:d79af270f51e1238fbee355c9e698f60f5ff8a07e952f8e775bd8c27d671baa6","observation_id":"9f7ee166-4c15-47b0-8ff4-a42d1a5debee","resolution":{"observed_at":"2026-08-07T04:38:15.562401Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:15.238595Z","title":null,"venue":null,"work_id":"97b73d05-9138-465d-952a-198864a103df","year":2025},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.020540Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:dd7b162ad0b6d3ab1e235a0c89693591e5113f92b71b277147926526946488fb","observation_id":"765ea27f-5ba7-4e23-adbd-2bfa2b67102a","resolution":{"observed_at":"2026-08-07T04:38:15.340989Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:15.093328Z","title":null,"venue":null,"work_id":"e252d98d-c861-4229-959b-4a34dfafad99","year":2021},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.024853Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:b85f258e30268fd13c87efea0a0ec613bffb5bfcf98f1a9dfe51a73100407ff4","observation_id":"8680cb37-cb94-4da1-b17e-09046542c1e5","resolution":{"observed_at":"2026-08-07T04:38:15.157219Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:14.906918Z","title":"Ahmad, W","venue":null,"work_id":"994a6110-e29b-4964-a045-360c91f74ea8","year":2023},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.030015Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:6c94df862ea57566af615948bd7b5ff04073932c2dea0f9820fae44cde9580c2","observation_id":"0105a2b8-38ea-4a3c-81a5-ecdebf3d87f0","resolution":{"observed_at":"2026-08-07T04:38:14.985115Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.21119","last_updated":"2025-06-01T14:54:51Z","snapshot_observed_at":"2026-08-04T19:09:15.360838Z","submitted_at":"2024-10-28T15:20:52Z","title":"A Unified Solution to Diverse Heterogeneities in One-shot Federated Learning","version":3},"cited_work":{"arxiv_id":"2410.21119","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.21119","snapshot_observed_at":"2026-08-07T04:38:10.592618Z","title":"A Unified Solution to Diverse Heterogeneities in One-shot Federated Learning","venue":"cs.DC","work_id":"a09f71d9-25fe-4b58-918e-a151c3507e2c","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.034254Z"},"links":{"cited_paper":"/paper/2410.21119","citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:a630d06587230d27fd0f45c4eb8f0d80528c79b49a67ce39570baf7e862c04f0","observation_id":"dfb6db4e-d2f4-45eb-b82d-c561dc559d3f","resolution":{"observed_at":"2026-08-07T04:38:10.598363Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:14.742366Z","title":null,"venue":null,"work_id":"1b34c4ec-b2d6-4d09-a743-61811a375aa4","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.039521Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:c6a4051be9aa4002896f44b6bb89c500cc0cfc123be48f0d2c690fa82f31eefa","observation_id":"e8fec1bf-d904-4e35-bd0d-f3a08bb09762","resolution":{"observed_at":"2026-08-07T04:38:14.853371Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:14.609393Z","title":"Grollmisch, T","venue":null,"work_id":"b9e197c2-8d79-4e6e-a5d0-43449f4ba7f0","year":2025},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.043683Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:7b7dc7b052b97c6aae8f8081f61bfba85bf09f0f3de6fcd534e2f5d2053b5503","observation_id":"59ddb133-eb28-4309-b0f1-64118af2bc52","resolution":{"observed_at":"2026-08-07T04:38:14.675310Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:14.484350Z","title":null,"venue":null,"work_id":"8a5208b7-e023-41ec-925d-0c2b81f45c69","year":2025},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.048516Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:19c6c57a095d374ae11161a8b5e4a1f98eccd63edb0a8acd24b6e56195f04fec","observation_id":"edd38506-7c31-41c4-938e-fa593b7ce676","resolution":{"observed_at":"2026-08-07T04:38:14.528786Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:10.052702Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.052702Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:2ccd3e9446a2f240896636289549e8da0fcb419d48deb034c7ee320a90c9ce00","observation_id":"82005e15-3da4-4706-a538-09b685c16f95","resolution":{"observed_at":"2026-08-07T04:38:10.052702Z","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":"2026-08-07T04:38:14.162643Z","title":null,"venue":null,"work_id":"c67498e6-9408-47a9-b154-61e4b2681e8d","year":2021},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.057776Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:24dbcdb1a160474c8204e6eb11d73ffb5b8701b67ca1550fb99c71edd684f5ec","observation_id":"34133c56-c359-4d1e-aa22-67c1a5577af0","resolution":{"observed_at":"2026-08-07T04:38:14.373900Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:13.923803Z","title":"Zhang, J","venue":null,"work_id":"c8a60e44-a650-4f7b-97be-94d11b7b7d3d","year":2021},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.061898Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:cd31a55900920af8767907e75e75e534298635ead3d0dd4a38cac3bad896b149","observation_id":"53ce582f-43e7-40e5-add6-1735d2ae6b03","resolution":{"observed_at":"2026-08-07T04:38:14.059772Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:13.733563Z","title":null,"venue":null,"work_id":"5431f6ef-f82f-4e35-8444-53344d6cfced","year":2023},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.066543Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:ce3242bd05786ee525575c2bd415ea205c075b809b718086649e0540056e3adf","observation_id":"8e9674ae-3484-430e-9d0a-7f5e3d95d824","resolution":{"observed_at":"2026-08-07T04:38:13.861085Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.11873","last_updated":"2024-08-19T22:28:20Z","snapshot_observed_at":"2026-07-06T19:04:13.760549Z","submitted_at":"2024-08-19T22:28:20Z","title":"Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition","version":1},"cited_work":{"arxiv_id":"2408.11873","doi":null,"metadata_source":"pith","pith_arxiv_id":"2408.11873","snapshot_observed_at":"2026-08-07T04:38:10.500103Z","title":"Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition","venue":"eess.AS","work_id":"4849512c-b8b4-4248-b388-73e80388ac3c","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.070597Z"},"links":{"cited_paper":"/paper/2408.11873","citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:f428cccec21f8120f108797d29641255eef3fcfbd4102d402ac2af46ef293067","observation_id":"9864972e-d13e-4949-b2b1-beaa2df88f75","resolution":{"observed_at":"2026-08-07T04:38:10.504551Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:13.586783Z","title":null,"venue":null,"work_id":"9fb79c14-a8d1-457b-96eb-18c68513e051","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.075006Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:e4ab94b52c381ed80b3da1ffb6682f0536de7a22b99f20d4fa92dc1c6e1ad409","observation_id":"8792eeab-0e88-4338-8162-acb577acbfdd","resolution":{"observed_at":"2026-08-07T04:38:13.657760Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:13.388372Z","title":"Zhang, Y","venue":null,"work_id":"6982b8c9-e610-42b8-bcc8-609d7f1e7bc0","year":2025},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.078894Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:dc6afaaaa5a0f03d52f3bbb731610e3672fdf7f390b73829f058c991dfe3707c","observation_id":"97ff2f02-78ae-4bbc-b8d0-7c11dfe6b950","resolution":{"observed_at":"2026-08-07T04:38:13.468470Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:13.157361Z","title":null,"venue":null,"work_id":"d169eb72-1228-406f-93d6-e1dbcf385d44","year":2025},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.083655Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:875cdc39c42797316ca6b04886be75072df969d243b9cad21e1e3e72081d7835","observation_id":"e3f664b1-09b8-43d6-bea7-1d61e866106d","resolution":{"observed_at":"2026-08-07T04:38:13.215686Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:12.945941Z","title":null,"venue":null,"work_id":"dd640e59-aa75-495d-9557-4a24b9395a05","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.087473Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:58abc50c681bb85e2998273bc6aff075e2bceb99cc7e5eb3192fa30bb495c194","observation_id":"efee0ee4-49e2-4161-a193-f114e3ed0d2e","resolution":{"observed_at":"2026-08-07T04:38:13.066027Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:12.808076Z","title":null,"venue":null,"work_id":"be50a7bf-ffb7-43c6-80c9-a48cf26a546a","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.091377Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:7b566b0056b9a3b3aa362230400113b6468549a7a5147ae6a5703232a41a01f0","observation_id":"89cc7732-8c29-4720-a86d-288f08038aca","resolution":{"observed_at":"2026-08-07T04:38:12.859804Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:12.637949Z","title":null,"venue":null,"work_id":"bad9cdfb-96eb-4869-9010-7c6b2f655d05","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.095331Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:6923a285f1b9402f10655228002e3553433865795b4780c47b045b794d411049","observation_id":"5764843e-5016-4730-80ea-8966ff40db7d","resolution":{"observed_at":"2026-08-07T04:38:12.700563Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2502.01649","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:38:10.476447Z","title":"Benazir, F","venue":null,"work_id":"37cc4f5f-9c0a-433b-a409-d730e088846e","year":2025},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.099349Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:816db9858a8845f6568ca57a2b666048b19982fdee994da401926d02f59a347e","observation_id":"69fa212f-c4f6-42fd-ae3b-88d785021cf3","resolution":{"observed_at":"2026-08-07T04:38:10.484996Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:12.450139Z","title":"Hsu, C.-P","venue":null,"work_id":"0056d862-6c18-4a9e-90fa-dc6127a53610","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.103538Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:1ea2ab81027a044aeb510e9e5b6556bf51b640b936b6ec6b64d4b19de7ecc79e","observation_id":"5403534b-f16f-44cf-abbf-d0b0e6de9869","resolution":{"observed_at":"2026-08-07T04:38:12.544681Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:12.323442Z","title":"Lee, J.-H","venue":null,"work_id":"543c8980-a8a8-447e-90fc-9447828597b9","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.107672Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:cd7b0f730ad55fc88d3825a2d25f1ac77fac7c7c34fb5e710653fbdbede12347","observation_id":"57ed548d-1294-437c-8005-e2537b2852e4","resolution":{"observed_at":"2026-08-07T04:38:12.386752Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:12.197257Z","title":"Leroy, A","venue":null,"work_id":"44b62263-d975-4d0e-a8fc-c8f213eacbb8","year":2019},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.111672Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:fddac3ca24db07ddc7e7a86e41f058c5c16b220aebf6de71dec442b9288343a0","observation_id":"c08ad48f-e9fd-4f4e-8bf5-574994c2bd0f","resolution":{"observed_at":"2026-08-07T04:38:12.236351Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:11.970133Z","title":null,"venue":null,"work_id":"14805bb9-9631-4e24-bead-04fd1bed4359","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.115954Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:1ba5d7150a1d200c9a87b9e27ff903eaee545fd21039f0b232992b257c900fcd","observation_id":"614f467d-ced8-4b97-95bb-e253e0447bee","resolution":{"observed_at":"2026-08-07T04:38:12.054823Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:11.761936Z","title":"Amiri, H","venue":null,"work_id":"9dc24efb-ae93-4873-8fa9-560a0bdb6d26","year":2021},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.120307Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:9136d25bd272582655474217f8c1840da43d7fe5ab685f1ff6dc6360508169f0","observation_id":"3a205039-94e3-449e-8df9-eec08b7a0eb7","resolution":{"observed_at":"2026-08-07T04:38:11.824968Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:11.612152Z","title":null,"venue":null,"work_id":"03c3c4c3-30d8-45b7-8e66-50984b28a962","year":2022},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.124681Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:e4761244bff119cc3187db621bfe0202469ae82e4a5571b8682c74b4c26fca49","observation_id":"adcd2bc9-3e82-411c-8cdc-4c8cb99115eb","resolution":{"observed_at":"2026-08-07T04:38:11.649374Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:11.445927Z","title":"Feng, C.-C","venue":null,"work_id":"848f0b6d-c7ce-4b2e-b169-b9c2480104c9","year":2022},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.128796Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:f0cb18886fb516691ca8ed172622c094503cbaa9d1f33fb571746e20357099b2","observation_id":"2bee9345-a91d-4880-b597-c21fca3554bd","resolution":{"observed_at":"2026-08-07T04:38:11.520477Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:11.281876Z","title":"Tsouvalas, A","venue":null,"work_id":"abb1a0be-cf77-40b3-9d77-f9faec17df74","year":2024},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.132744Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:f9bb08b49529a23f7b9ae400349a711a5dcaef612c12b67095af0e3941220ba7","observation_id":"c649e3ea-f0e1-4ee1-88b2-b77478b83f38","resolution":{"observed_at":"2026-08-07T04:38:11.388447Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2203.15966","last_updated":"2022-04-05T17:57:30Z","snapshot_observed_at":"2026-08-07T12:22:20.618782Z","submitted_at":"2022-03-30T00:50:16Z","title":"Federated Domain Adaptation for ASR with Full Self-Supervision","version":2},"cited_work":{"arxiv_id":"2203.15966","doi":null,"metadata_source":"pith","pith_arxiv_id":"2203.15966","snapshot_observed_at":"2026-08-07T04:38:10.387945Z","title":"Federated Domain Adaptation for ASR with Full Self-Supervision","venue":"cs.SD","work_id":"9f305290-ce4c-4a26-b6c8-c8f1bc587e00","year":2022},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.136487Z"},"links":{"cited_paper":"/paper/2203.15966","citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:c6832f8a6b62baa796ad77b68e6f999fffe07262bdb41cc350e35b934d16f5c7","observation_id":"5c060f18-ff98-4748-8141-6d9455bf1321","resolution":{"observed_at":"2026-08-07T04:38:10.394742Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:11.135668Z","title":"Tsouvalas, A","venue":null,"work_id":"de19b1bb-4ded-478e-9f04-93b8d812f261","year":2022},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.140452Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:8b2ea867af64fc330c6c251206df687925a4ccd1e6393f5f60ac74420fa8c37d","observation_id":"cb4e7740-afbc-4264-a292-d6b05c2b88b3","resolution":{"observed_at":"2026-08-07T04:38:11.214236Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:10.144523Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.144523Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:00f42c1ee73be3402379124b27c45f6297dd958721f36aabec64ced6bc99d67d","observation_id":"e78cf3f9-49f1-41f8-9861-fea6947b1220","resolution":{"observed_at":"2026-08-07T04:38:10.144523Z","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":"2026-08-07T04:38:11.012998Z","title":"McMahan, E","venue":null,"work_id":"2330d86d-b8c4-4411-b3b3-97c36ea33609","year":2017},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.148597Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:9693bf9948881422c7f980caf51c3ece90ce8df3a07d83ffd1213efa1b429fca","observation_id":"0e6c8be4-4022-40f8-848f-8a74e3e43475","resolution":{"observed_at":"2026-08-07T04:38:11.051345Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:10.862722Z","title":"Zhang, T","venue":null,"work_id":"d2befdf8-e071-4bd0-94f1-a5eace8d9809","year":2018},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.152605Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:d7294179eabdc6c0bf4bb0eced9aad415a370402d60f607b1d5425005d7ad056","observation_id":"e4ab6d4b-37bb-4cd8-9696-a2e30fc78dd3","resolution":{"observed_at":"2026-08-07T04:38:10.905973Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1804.03209","last_updated":"2018-04-09T19:58:17Z","snapshot_observed_at":"2026-07-06T06:32:32.083176Z","submitted_at":"2018-04-09T19:58:17Z","title":"Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1804.03209","snapshot_observed_at":"2026-08-07T04:38:10.156692Z","title":"Warden, Speech commands: A dataset for limited-vocabulary speech recognition, arXiv preprint arXiv:1804.03209 (2018)","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.156692Z"},"links":{"cited_paper":"/paper/1804.03209","citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:f3d45f9c76aeae49ddcc13482c9fba30c9f88c714da3e347386df0eddfc78d7c","observation_id":"52fdbbd1-65de-4b07-ab14-7eeb68d391f3","resolution":{"observed_at":"2026-08-07T04:38:10.156692Z","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":"2026-08-07T04:38:10.768121Z","title":"Salamon, C","venue":null,"work_id":"15e8157a-1466-412d-8c92-cfc8c94bd5cc","year":2014},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.160693Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:beffe368e73098761693ff09bf323ec43e31d36b234af7ac43c716afcd781bfa","observation_id":"1088e86d-3b7a-404e-83a0-a3a53f3006ce","resolution":{"observed_at":"2026-08-07T04:38:10.823781Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:10.727812Z","title":"Busso, M","venue":null,"work_id":"b523f408-8621-45b4-9aa9-fc5b7504e207","year":2008},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.165094Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:f21792e7d24cfdd7a99297d0e524ffa8feae873931288da44a1fb677b660ff8b","observation_id":"6546ffa8-1e8c-4366-bea8-5a95c3b32833","resolution":{"observed_at":"2026-08-07T04:38:10.744423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:10.689191Z","title":null,"venue":null,"work_id":"398c09e0-47f1-4dc2-8e7d-23f8e61783a0","year":2014},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.168764Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:3fa2cc24cdc890f8c4cdeac45b1dd05707d7c12eacd1c95b3d43f9e7dba8168f","observation_id":"457aa639-0dbc-4604-9fc6-7692589dfe30","resolution":{"observed_at":"2026-08-07T04:38:10.705470Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T04:38:10.653093Z","title":"Zhang, T","venue":null,"work_id":"923c898a-129e-4b9a-a033-b34be0fc570a","year":2023},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.172736Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:d6b632096e57925915d803ba0c7542fb0f10e1ec5b4f7ca81ab0085e0f771986","observation_id":"e8248521-89a4-45dd-8150-c47a79ebf142","resolution":{"observed_at":"2026-08-07T04:38:10.667332Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2009.01974","last_updated":"2021-10-10T18:31:55Z","snapshot_observed_at":"2026-07-06T09:52:48.994776Z","submitted_at":"2020-09-04T01:18:25Z","title":"FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2009.01974","snapshot_observed_at":"2026-08-07T04:38:10.176824Z","title":"Chen, W.-L","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.176824Z"},"links":{"cited_paper":"/paper/2009.01974","citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:f13ab39b75a507a3d890960eb7ba20bfd474ad00afee6830613d1f3bd15cbd28","observation_id":"7b929656-90f8-4999-95d8-3a1911e7682c","resolution":{"observed_at":"2026-08-07T04:38:10.176824Z","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":"2026-08-07T04:38:10.611334Z","title":null,"venue":null,"work_id":"a9ed2e2e-2bec-4e49-86f0-90a08399f427","year":2020},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.181610Z"},"links":{"citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:f1c12b4bdfb33b35c130d69f69293db7611b3456fb97c13ffaa8dae84bef5cc2","observation_id":"366fafe0-4ffa-4bc8-9926-e82e74cb8e29","resolution":{"observed_at":"2026-08-07T04:38:10.627573Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2003.00295","last_updated":"2021-09-08T23:37:17Z","snapshot_observed_at":"2026-07-06T09:01:12.515300Z","submitted_at":"2020-02-29T16:37:29Z","title":"Adaptive Federated Optimization","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2003.00295","snapshot_observed_at":"2026-08-07T04:38:10.185475Z","title":"Reddi, Z","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T04:38:10.185475Z"},"links":{"cited_paper":"/paper/2003.00295","citing_paper":"/paper/2506.10207"},"observation_digest":"sha256:0d8ff1436a55ddbf8d7bb88acdbc78f657330d2ce93b8eabb59fba4e22d5adac","observation_id":"3ec1bfcf-c8cf-4784-883a-152dd4787cd1","resolution":{"observed_at":"2026-08-07T04:38:10.185475Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2506.10207","last_updated":"2025-08-02T20:14:48Z","latest_version":2,"primary_category":"cs.SD","snapshot_observed_at":"2026-08-09T02:22:05.847335Z","submitted_at":"2025-06-11T22:00:36Z","title":"FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification"},"reference_resolution":{"displayed":44,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":24,"verified_exact":4,"verified_fuzzy":16},"total_outbound_references":44},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2506.10207."}