{"as_of":"2026-08-08T03:10:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9239e3f5354ff62f5c195c536bf94b891f53fc9aacf942fa691db21318a19afa","coverage":[{"denominator":41,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":41,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T11:23:48.911159Z","state":"measured"},{"denominator":42,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":42,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T11:23:44.227577Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-07T11:23:49.769871Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"cited_work":{"arxiv_id":"2506.02610","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.02610","snapshot_observed_at":"2026-08-07T11:23:49.769871Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","venue":"cs.SD","work_id":"464e4f8a-b9c8-40ac-82be-f52e3eeb1a10","year":2025},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:44.227577Z"},"links":{"cited_paper":"/paper/2506.02610","citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:29057ae8a8a536505e489411cf3dfb72a6ff9301b816906818811233b721c90c","observation_id":"0d28dc5e-719b-4ef2-b64f-8fdedc853b58","resolution":{"observed_at":"2026-08-07T11:23:49.818737Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.02610/citation-record","integrity":"/paper/2506.02610/integrity","json":"/paper/2506.02610/citation-record.json","paper":"/paper/2506.02610"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"cited_work":{"arxiv_id":"2506.02610","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.02610","snapshot_observed_at":"2026-08-07T11:23:49.769871Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","venue":"cs.SD","work_id":"464e4f8a-b9c8-40ac-82be-f52e3eeb1a10","year":2025},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:44.227577Z"},"links":{"cited_paper":"/paper/2506.02610","citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:29057ae8a8a536505e489411cf3dfb72a6ff9301b816906818811233b721c90c","observation_id":"0d28dc5e-719b-4ef2-b64f-8fdedc853b58","resolution":{"observed_at":"2026-08-07T11:23:49.818737Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:55.204767Z","title":"Graph attention network In our work, a modified GAT model is used to update the speaker embedding graph","venue":null,"work_id":"5ddd26f9-7a9b-497a-a918-d1377b0840d1","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:44.372919Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:7b4b18f593ea31de87cc076e1e0a95839b44ace02ba127683c76d0fa0f2ed809","observation_id":"e32c0458-79e5-422b-ad6b-575f1a23e682","resolution":{"observed_at":"2026-08-07T11:23:55.299498Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:55.041274Z","title":null,"venue":null,"work_id":"4604f003-321d-4847-b4e2-76212d328de4","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:44.478975Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:c3f548a7a4526221d906d29ad9854307d2adf378762a91494dfd383ea137b26f","observation_id":"0749e454-7cc0-42d8-95a1-9062dcca4ed1","resolution":{"observed_at":"2026-08-07T11:23:55.096068Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:54.856824Z","title":null,"venue":null,"work_id":"3f4d1032-a5b8-43f6-8515-4625509387b4","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:44.603977Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:f006986baf72172a3aa227004835c88c2b227d073d324f5bc313a9f18f0772c0","observation_id":"ad2b1810-4d94-40d9-ac3e-ecc451185a8b","resolution":{"observed_at":"2026-08-07T11:23:54.954877Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:54.645926Z","title":"Next, labels satisfying b′(c, u) < 1/|L′| are adaptively removed, forming the refined label set L′′","venue":null,"work_id":"d958972e-e5bb-40a8-b473-e9d86fc58c34","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:44.768356Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:8f5e4304f672623316930594fb5aaf489b74c95633f295062dc52c52cdd5cf5b","observation_id":"475efbd5-d191-4e30-8b54-a45558c820a7","resolution":{"observed_at":"2026-08-07T11:23:54.742448Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:54.443792Z","title":"The update process follows a historical label priority strat- egy to reduce propagation randomness","venue":null,"work_id":"42fadbab-215c-4d03-b581-785d34b652f4","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:44.872828Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:166c382a48aa14b7d7de261b0992d5fa2654fdcc0368af5f662e84f99b123983","observation_id":"555e1d96-2011-4612-9e6e-ac7ba03c3e6e","resolution":{"observed_at":"2026-08-07T11:23:54.534152Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:54.305674Z","title":"The following sections provide a detailed introduction to each module of OCDGALP","venue":null,"work_id":"b76d0f3b-7ff0-4d67-971b-8991a0de68c4","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:44.985844Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:f98273ecde64855a9be733bf72cc1e4e95b79be4234040340a6cc767fd551365","observation_id":"c508d426-e686-4ffe-aa76-1e9022d713ce","resolution":{"observed_at":"2026-08-07T11:23:54.368869Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:54.160440Z","title":null,"venue":null,"work_id":"8e48e9c9-c3a0-4e5c-9c34-2b861e6cad18","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:45.107270Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:65554e247eb8920f6a27cd8a047c75f2e1615fe16c2106561486e32147d74e03","observation_id":"d3c3c743-b539-410c-ba17-57b33a52be1d","resolution":{"observed_at":"2026-08-07T11:23:54.233187Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:53.968560Z","title":"Choice of hyperparameters We investigate the effect of the balance coefficient ε and the path length threshold β on the OCDGALP system","venue":null,"work_id":"80b15550-3367-40e8-89ab-a491e44fd48c","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:45.193318Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:59dc8f0fdb4a104c9d199c5e95eb6b8315e74fd744ee698b2e2af4b17ba4024f","observation_id":"f69b2219-b0bd-4ef9-bcb7-003c7e0cd66f","resolution":{"observed_at":"2026-08-07T11:23:54.054015Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:53.782618Z","title":"Our primary goal is to leverage the topological struc- ture of speaker embeddings and fully exploit graph-based infor- mation to achieve both clustering and overlap detection","venue":null,"work_id":"66301bae-c76a-42ae-b432-bfbedc6c6ace","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:45.336340Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:daf65aef25c62e948aca86954eccab7010f9d8f48362d2b0ea07a8102daff3e7","observation_id":"1a2e2d57-c289-4c66-b090-6ca488dbdb9f","resolution":{"observed_at":"2026-08-07T11:23:53.899142Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:53.567778Z","title":null,"venue":null,"work_id":"06d1441b-973d-462d-b759-d9788a0f82ca","year":null},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:45.467778Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:2ecb8a725e4d978950237e776331837c563a13f06a4ddd55733ca788203c9c20","observation_id":"b2d4ac36-a9a2-4547-ba61-7e2ebe735510","resolution":{"observed_at":"2026-08-07T11:23:53.682680Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:45.557199Z","title":"A review of speaker diarization: Recent advances with deep learning,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:45.557199Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:f6124ff1a06ba5a2a520c2c7b1f9868f670687c3282df09c23b3c4bd1b3b031e","observation_id":"a3147a6a-e5ef-4067-9241-ab1ccd08ef22","resolution":{"observed_at":"2026-08-07T11:23:45.557199Z","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":"2026-08-07T11:23:53.375881Z","title":"Artificial neural network features for speaker diarization,","venue":null,"work_id":"4f339316-82fa-4fdd-9ff7-2333c489e796","year":2014},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:45.644404Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:808b43a42c8d9b36cb4b37c94902b953c65861728fe059b44400ec55bbd06e25","observation_id":"5bf72797-a8a5-4fa7-a4e0-b9f342cb4d1f","resolution":{"observed_at":"2026-08-07T11:23:53.441467Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:45.748176Z","title":"End-to-end neural speaker diarization with self- attention,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:45.748176Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:7bc551edb769b4724254a8bdfd6551749ba7dbd00474e299df8867eccdeee9a4","observation_id":"1982ae76-2db2-4793-a9cb-8d64ff46b8a6","resolution":{"observed_at":"2026-08-07T11:23:45.748176Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2006.01796","last_updated":"2020-06-02T17:28:12Z","snapshot_observed_at":"2026-08-06T22:18:10.620929Z","submitted_at":"2020-06-02T17:28:12Z","title":"Neural Speaker Diarization with Speaker-Wise Chain Rule","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2006.01796","snapshot_observed_at":"2026-08-07T11:23:45.834828Z","title":"Neural speaker diarization with speaker-wise chain rule,","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:45.834828Z"},"links":{"cited_paper":"/paper/2006.01796","citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:a84ccfca77c781febf48364fe012c6b7c023b6e64cc2bc655aebf6af67eac03b","observation_id":"d9a56681-b6c4-4ea4-ac78-99d03c336dc0","resolution":{"observed_at":"2026-08-07T11:23:45.834828Z","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":"2026-08-07T11:23:53.197157Z","title":"Ansd-ma-mse: Adap- tive neural speaker diarization using memory-aware multi-speaker embedding,","venue":null,"work_id":"92b3f192-39e7-4eaa-8310-53b4c8c1dfa4","year":2023},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:45.951551Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:279eabf2f3581560c8a36943bbdcbac4c93bcd9b8f2734b2d665fa882bf9f03a","observation_id":"d8fdfb55-4f8b-4323-b620-cc85442d22bc","resolution":{"observed_at":"2026-08-07T11:23:53.241601Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:53.051235Z","title":"Target- speaker voice activity detection via sequence-to-sequence predic- tion,","venue":null,"work_id":"0e94b6ab-e973-49d2-b4f0-0009a4c91513","year":2023},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:46.035011Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:b83ba75f2c890bc72ba171875b6d7068269e928b3797238bc7055f8306ff215f","observation_id":"bede50f0-ff8f-4469-aec5-40e73a635a26","resolution":{"observed_at":"2026-08-07T11:23:53.111378Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:52.894474Z","title":"Priors for speaker counting and diarization with ahc","venue":null,"work_id":"707f1c5e-9a49-4245-aadd-743d299dd972","year":2016},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:46.151941Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:a9b946bc3374251046ce807e5d729f32c1f178e68b37b653ee18054cd4da954b","observation_id":"98fc5880-0e58-4dd8-8af3-b88b55f56907","resolution":{"observed_at":"2026-08-07T11:23:52.948725Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:52.764468Z","title":"Similarity measure- ment of segment-level speaker embeddings in speaker diariza- tion,","venue":null,"work_id":"ade887e4-1a3b-4a79-966d-beb708aed29b","year":2022},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:46.256073Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:f0b653e9186099bd53f1a48abd573882d13fac0b00de022f37bb1c11a6934fbf","observation_id":"edb1e3eb-b044-41be-afd9-c134a842d864","resolution":{"observed_at":"2026-08-07T11:23:52.825968Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:52.644151Z","title":"Speaker diarization with lstm,","venue":null,"work_id":"c7037b4b-a309-4bd2-94ac-b914733b06a5","year":2018},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:46.326465Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:ddcbe1b22de18a91a95f7c992ef80b1c5aa42b024ef1d5d5cb7decea61c02ae0","observation_id":"472ab370-fed1-44f6-95ef-3966ec3ea3ef","resolution":{"observed_at":"2026-08-07T11:23:52.712115Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:52.493653Z","title":"Speaker diarization with session-level speaker em- bedding refinement using graph neural networks,","venue":null,"work_id":"08843c1c-dfa3-476d-9639-8d6b4642b923","year":2020},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:46.383763Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:11c1ca3c32f55f2b670656411f1cd0af085589135b41d46bce4fe97e66a981d3","observation_id":"ede8b3a2-fd33-41f6-be29-30e96d6f0b87","resolution":{"observed_at":"2026-08-07T11:23:52.549097Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:52.325201Z","title":"Community de- tection graph convolutional network for overlap-aware speaker di- arization,","venue":null,"work_id":"36f3324b-8c51-4eed-97f5-394d72f2884a","year":2023},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:46.552187Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:184cbc4a0306fd98618d8365974ad09620174f2120be178e0737dfc3a8268a9e","observation_id":"dcc12508-638e-4975-94af-5a61a27f4c6e","resolution":{"observed_at":"2026-08-07T11:23:52.407161Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:52.158392Z","title":"Reformulating speaker diarization as community detection with emphasis on topological structure,","venue":null,"work_id":"57952864-0f88-4d4c-a36d-b58ab0e2ad53","year":2022},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:46.698429Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:f8404491f1c42656d21f8bebca983be24ffa4a769dc3ce541206c39116809403","observation_id":"6ad015d7-4822-49fe-bb45-ae484e14a2e7","resolution":{"observed_at":"2026-08-07T11:23:52.223604Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2012.01477","last_updated":"2021-04-05T17:23:19Z","snapshot_observed_at":"2026-07-30T11:21:19.100824Z","submitted_at":"2020-12-02T19:33:44Z","title":"The Third DIHARD Diarization Challenge","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2012.01477","snapshot_observed_at":"2026-08-07T11:23:46.894093Z","title":"The third dihard diarization challenge,","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:46.894093Z"},"links":{"cited_paper":"/paper/2012.01477","citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:cd44519fb2482262e4f5c1603fe664192b239097dd81cbf508855ac66d1fb048","observation_id":"8bdf5fef-7e55-4a2e-bf3e-53f7c1a99687","resolution":{"observed_at":"2026-08-07T11:23:46.894093Z","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":"2026-08-07T11:23:52.005948Z","title":"Graph attention networks,","venue":null,"work_id":"4a1b0777-fc3a-4729-b28a-3905d6e8ac27","year":2017},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.055771Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:23a9ff64c483f68dc76f6baeb9f227a514a599c8311f6b35a9efc7376f85db41","observation_id":"0380f93a-8f63-411b-a73f-d1d5d6f7e059","resolution":{"observed_at":"2026-08-07T11:23:52.087916Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:51.745419Z","title":"Near linear time algorithm to detect community structures in large-scale net- works,","venue":null,"work_id":"c249383d-3022-45e3-93db-fa171de07efb","year":2007},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.326611Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:096aa0a77e1f7b80945ae6bc90440cacf44b8c22965d0001ebebeb086183717f","observation_id":"9582fba7-9689-4bb1-9507-3551b9eba221","resolution":{"observed_at":"2026-08-07T11:23:51.850265Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:51.527160Z","title":"Finding overlapping communities in networks by label propagation,","venue":null,"work_id":"5533af28-be76-4ed6-9272-10cdff330388","year":2010},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.398707Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:a2a65783b9d04e9071ef1e152e84ab592af3a5bb4816157bb6869cfa3a44dfcb","observation_id":"6fc725f9-fa61-4cb0-9fb0-769c1e765895","resolution":{"observed_at":"2026-08-07T11:23:51.623501Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:51.323994Z","title":"Slpa: Uncovering overlap- ping communities in social networks via a speaker-listener inter- action dynamic process,","venue":null,"work_id":"a8704281-5111-4032-89d0-341349e30bda","year":2011},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.471833Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:1545e749407e8bf488eeda40dfca963281ef110974b5b6d1c2f31f571bdc4874","observation_id":"b6aaa207-2844-49d6-a8cd-16d52f8a9288","resolution":{"observed_at":"2026-08-07T11:23:51.431211Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:51.168724Z","title":"Detecting overlapping communities in networks via dominant la- bel propagation,","venue":null,"work_id":"c4d9c018-bdb3-4b89-a3bf-c7cf19c27079","year":2015},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.566561Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:463fd6e13b5e10c740def0ab58b7f30643dde4de88eb67d5d05bfa8dbf66421f","observation_id":"8e0ec22b-7fe9-42e4-ab80-c91440ce610e","resolution":{"observed_at":"2026-08-07T11:23:51.269340Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:50.931548Z","title":"Lpanni: Overlapping com- munity detection using label propagation in large-scale complex networks,","venue":null,"work_id":"5b9099ce-59c1-4ffe-9342-72d5a45513de","year":2018},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.626233Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:3d9242d62ee8e9e0065959d48022a057a9caee8a8abaad18c4af7d92990b2d74","observation_id":"cfb1e5a5-5ebe-4e54-a05b-78fe90236216","resolution":{"observed_at":"2026-08-07T11:23:51.003501Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:50.654684Z","title":"Probabilistic linear discriminant analysis,","venue":null,"work_id":"552af47b-001b-426d-8e56-0a4bdc1a85aa","year":2006},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.693650Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:c0679fc58dd5c4f4d6005b465ee750d20bb064477487f24fd52307933b3819dd","observation_id":"97865531-13a0-4276-8ab0-64a51543dc01","resolution":{"observed_at":"2026-08-07T11:23:50.767270Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.13025","last_updated":"2023-10-19T06:51:43Z","snapshot_observed_at":"2026-07-06T16:35:52.483600Z","submitted_at":"2023-10-19T06:51:43Z","title":"Powerset multi-class cross entropy loss for neural speaker diarization","version":1},"cited_work":{"arxiv_id":"2310.13025","doi":null,"metadata_source":"pith","pith_arxiv_id":"2310.13025","snapshot_observed_at":"2026-08-07T11:23:49.594571Z","title":"Powerset multi-class cross entropy loss for neural speaker diarization","venue":"cs.SD","work_id":"5320b668-1878-476a-a3a9-7a2cdbe21d64","year":2023},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.778827Z"},"links":{"cited_paper":"/paper/2310.13025","citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:f7b8fdf1b055781501ce0e7eb7495a2cf06a3f7df8e381ceda02b6a7bcfefb2f","observation_id":"0b7f9aa5-1600-4652-a0d4-d28286e594fa","resolution":{"observed_at":"2026-08-07T11:23:49.639352Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:50.402380Z","title":"Asv- subtools: Open source toolkit for automatic speaker verification,","venue":null,"work_id":"16c84f89-4851-4666-9ce5-b9c1f2b10f55","year":2021},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.825029Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:9d1400167e270cfe67e268c44cedd36f6b3e413d0e71f5752949fa9614740776","observation_id":"e05dd79b-9840-4f86-abe5-72ca33eabc54","resolution":{"observed_at":"2026-08-07T11:23:50.523512Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:47.976481Z","title":"Encoder-decoder based attractors for end-to-end neural diariza- tion,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:47.976481Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:a92884dca76f14cc4963a3c8bed1b1e5615275df708e54e069a90a002b5200cd","observation_id":"6c7b39ff-81ff-429e-821b-15d73b1a434d","resolution":{"observed_at":"2026-08-07T11:23:47.976481Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2102.01363","last_updated":"2021-02-02T07:30:44Z","snapshot_observed_at":"2026-08-04T19:06:12.712110Z","submitted_at":"2021-02-02T07:30:44Z","title":"The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap","version":1},"cited_work":{"arxiv_id":"2102.01363","doi":null,"metadata_source":"pith","pith_arxiv_id":"2102.01363","snapshot_observed_at":"2026-08-07T11:23:49.365533Z","title":"The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap","venue":"eess.AS","work_id":"2c9e7e23-3bee-4915-8387-6486482728dd","year":2021},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:48.132660Z"},"links":{"cited_paper":"/paper/2102.01363","citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:e6d4162239643bf178989b8f15902524093200e761ca08a205e1ea192211a691","observation_id":"4a7e1368-6b52-466c-91cf-8d3b5b3b5cce","resolution":{"observed_at":"2026-08-07T11:23:49.492527Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2103.10661","last_updated":"2021-03-19T07:00:51Z","snapshot_observed_at":"2026-08-04T09:53:16.127553Z","submitted_at":"2021-03-19T07:00:51Z","title":"USTC-NELSLIP System Description for DIHARD-III Challenge","version":1},"cited_work":{"arxiv_id":"2103.10661","doi":null,"metadata_source":"pith","pith_arxiv_id":"2103.10661","snapshot_observed_at":"2026-08-07T11:23:49.195938Z","title":"USTC-NELSLIP System Description for DIHARD-III Challenge","venue":"cs.SD","work_id":"a69d9b3e-6c9b-426f-8572-c74a757b6600","year":2021},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:48.269481Z"},"links":{"cited_paper":"/paper/2103.10661","citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:f6dd4e9ad1d3d5ece8d274402ac55e9918be60f0acb3a7cf8d24cb15a46e8538","observation_id":"ca9922b2-136c-4a7a-8859-305d98ee914b","resolution":{"observed_at":"2026-08-07T11:23:49.280132Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:50.164353Z","title":"But system description for the third dihard speech diarization challenge,","venue":null,"work_id":"d42df5d6-5780-4c30-8818-4f4a34d58861","year":2021},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:48.374376Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:8467f6cbf51a6eb8ab978188ed5780b9c8572b0de07e5115eb42a5b55f99abee","observation_id":"9eff81eb-cf94-4d55-9059-27aa2b050291","resolution":{"observed_at":"2026-08-07T11:23:50.300583Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:50.030292Z","title":"Diaper: End-to-end neural diarization with perceiver-based attractors,","venue":null,"work_id":"eee74105-39a1-45f7-9c22-2f588d8c7e7e","year":2024},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:48.540593Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:da5586fea98e4aed8bf12fce32c59a89ccd661acf5288ebb36d415cf960e9739","observation_id":"b1ffb7aa-c51c-4545-bc89-afeb9232af32","resolution":{"observed_at":"2026-08-07T11:23:50.106676Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T11:23:49.891078Z","title":"Online neural diarization of unlimited numbers of speakers using global and local attractors,","venue":null,"work_id":"f29122b1-1a83-455a-a332-884e01df661f","year":2022},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:48.651004Z"},"links":{"citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:65fc4fa61c32775614da44756cae222ad7449a71e2858f6e8bba1294b44b8275","observation_id":"6ef59154-3829-4efb-8469-66a13742f6ee","resolution":{"observed_at":"2026-08-07T11:23:49.968675Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2104.04045","last_updated":"2021-06-10T13:51:47Z","snapshot_observed_at":"2026-08-04T08:32:24.769368Z","submitted_at":"2021-04-08T20:38:17Z","title":"End-to-end speaker segmentation for overlap-aware resegmentation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.04045","snapshot_observed_at":"2026-08-07T11:23:48.814942Z","title":"End-to-end speaker segmen- tation for overlap-aware resegmentation,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:48.814942Z"},"links":{"cited_paper":"/paper/2104.04045","citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:151df368b01c9c80fa2b8dfe29585c4b6e3e1dcf585e35f593c325cecf5c8d96","observation_id":"61fb561f-2e17-458e-9297-c88fe8f85408","resolution":{"observed_at":"2026-08-07T11:23:48.814942Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.12600","last_updated":"2024-01-23T09:56:59Z","snapshot_observed_at":"2026-08-02T07:28:17.270416Z","submitted_at":"2024-01-23T09:56:59Z","title":"EEND-M2F: Masked-attention mask transformers for speaker diarization","version":1},"cited_work":{"arxiv_id":"2401.12600","doi":null,"metadata_source":"pith","pith_arxiv_id":"2401.12600","snapshot_observed_at":"2026-08-07T11:23:49.043818Z","title":"EEND-M2F: Masked-attention mask transformers for speaker diarization","venue":"cs.SD","work_id":"55f3f5dc-ddf4-4e69-aab2-fa65033a0aba","year":2024},"citing_paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T11:23:48.911159Z"},"links":{"cited_paper":"/paper/2401.12600","citing_paper":"/paper/2506.02610"},"observation_digest":"sha256:422adbde56bddc3e5fd17358535a8171597233dd613fe9342b88aa06d0ca16be","observation_id":"cbc72a53-348f-4bff-9df9-674c096ca179","resolution":{"observed_at":"2026-08-07T11:23:49.071108Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.02610","last_updated":"2025-06-03T08:29:10Z","latest_version":1,"primary_category":"cs.SD","snapshot_observed_at":"2026-08-07T11:18:04.250553Z","submitted_at":"2025-06-03T08:29:10Z","title":"Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm"},"reference_resolution":{"displayed":41,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":10,"verified_exact":5,"verified_fuzzy":25},"total_outbound_references":41},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2506.02610."}