Paper Citation Record · LEDGER

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2506.02610.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.02610 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:23:48.911159Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:23:44.227577Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T11:23:49.769871Z

Reference resolution

41 of 41 outbound references displayed

verified exact5
verified fuzzy25
unresolved10
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d28dc5e-719b-4ef2-b64f-8fdedc853b58 · outbound

This paper cites Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:23:49.818737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e32c0458-79e5-422b-ad6b-575f1a23e682 · outbound

This paper cites Graph attention network In our work, a modified GAT model is used to update the speaker embedding graph.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Graph attention network In our work, a modified GAT model is used to update the speaker embedding graph

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:55.299498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0749e454-7cc0-42d8-95a1-9062dcca4ed1 · outbound

This paper cites an unresolved cited work.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:23:55.096068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad2b1810-4d94-40d9-ac3e-ecc451185a8b · outbound

This paper cites an unresolved cited work.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:23:54.954877Z

Source-reported events for the cited work

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Observation 475efbd5-d191-4e30-8b54-a45558c820a7 · outbound

This paper cites Next, labels satisfying b′(c, u) < 1/|L′| are adaptively removed, forming the refined label set L′′.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Next, labels satisfying b′(c, u) < 1/|L′| are adaptively removed, forming the refined label set L′′

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:54.742448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 555e1d96-2011-4612-9e6e-ac7ba03c3e6e · outbound

This paper cites The update process follows a historical label priority strat- egy to reduce propagation randomness.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm The update process follows a historical label priority strat- egy to reduce propagation randomness

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:54.534152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c508d426-e686-4ffe-aa76-1e9022d713ce · outbound

This paper cites The following sections provide a detailed introduction to each module of OCDGALP.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm The following sections provide a detailed introduction to each module of OCDGALP

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:54.368869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d3c3c743-b539-410c-ba17-57b33a52be1d · outbound

This paper cites an unresolved cited work.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:23:54.233187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f69b2219-b0bd-4ef9-bcb7-003c7e0cd66f · outbound

This paper cites Choice of hyperparameters We investigate the effect of the balance coefficient ε and the path length threshold β on the OCDGALP system.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Choice of hyperparameters We investigate the effect of the balance coefficient ε and the path length threshold β on the OCDGALP system

Reference 9

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:23:54.054015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a2e2d57-c289-4c66-b090-6ca488dbdb9f · outbound

This paper cites 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.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm 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

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:53.899142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2d4ac36-a9a2-4547-ba61-7e2ebe735510 · outbound

This paper cites an unresolved cited work.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:23:53.682680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a3147a6a-e5ef-4067-9241-ab1ccd08ef22 · outbound

This paper cites A review of speaker diarization: Recent advances with deep learning,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm A review of speaker diarization: Recent advances with deep learning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:45.557199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf72797-a8a5-4fa7-a4e0-b9f342cb4d1f · outbound

This paper cites Artificial neural network features for speaker diarization,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Artificial neural network features for speaker diarization,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:53.441467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1982ae76-2db2-4793-a9cb-8d64ff46b8a6 · outbound

This paper cites End-to-end neural speaker diarization with self- attention,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm End-to-end neural speaker diarization with self- attention,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:45.748176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a56681-b6c4-4ea4-ac78-99d03c336dc0 · outbound

This paper cites Neural Speaker Diarization with Speaker-Wise Chain Rule.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Neural Speaker Diarization with Speaker-Wise Chain Rule

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:45.834828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8fdfb55-4f8b-4323-b620-cc85442d22bc · outbound

This paper cites Ansd-ma-mse: Adap- tive neural speaker diarization using memory-aware multi-speaker embedding,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Ansd-ma-mse: Adap- tive neural speaker diarization using memory-aware multi-speaker embedding,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:53.241601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bede50f0-ff8f-4469-aec5-40e73a635a26 · outbound

This paper cites Target- speaker voice activity detection via sequence-to-sequence predic- tion,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Target- speaker voice activity detection via sequence-to-sequence predic- tion,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:53.111378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 98fc5880-0e58-4dd8-8af3-b88b55f56907 · outbound

This paper cites Priors for speaker counting and diarization with ahc.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Priors for speaker counting and diarization with ahc

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:52.948725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation edb1e3eb-b044-41be-afd9-c134a842d864 · outbound

This paper cites Similarity measure- ment of segment-level speaker embeddings in speaker diariza- tion,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Similarity measure- ment of segment-level speaker embeddings in speaker diariza- tion,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:52.825968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 472ab370-fed1-44f6-95ef-3966ec3ea3ef · outbound

This paper cites Speaker diarization with lstm,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Speaker diarization with lstm,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:52.712115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ede8b3a2-fd33-41f6-be29-30e96d6f0b87 · outbound

This paper cites Speaker diarization with session-level speaker em- bedding refinement using graph neural networks,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Speaker diarization with session-level speaker em- bedding refinement using graph neural networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:52.549097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dcc12508-638e-4975-94af-5a61a27f4c6e · outbound

This paper cites Community de- tection graph convolutional network for overlap-aware speaker di- arization,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Community de- tection graph convolutional network for overlap-aware speaker di- arization,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:52.407161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ad015d7-4822-49fe-bb45-ae484e14a2e7 · outbound

This paper cites Reformulating speaker diarization as community detection with emphasis on topological structure,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Reformulating speaker diarization as community detection with emphasis on topological structure,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:52.223604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8bdf5fef-7e55-4a2e-bf3e-53f7c1a99687 · outbound

This paper cites The Third DIHARD Diarization Challenge.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm The Third DIHARD Diarization Challenge

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:46.894093Z

Source-reported events for the cited work

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Observation 0380f93a-8f63-411b-a73f-d1d5d6f7e059 · outbound

This paper cites Graph attention networks,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Graph attention networks,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:52.087916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9582fba7-9689-4bb1-9507-3551b9eba221 · outbound

This paper cites Near linear time algorithm to detect community structures in large-scale net- works,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Near linear time algorithm to detect community structures in large-scale net- works,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:51.850265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6fc725f9-fa61-4cb0-9fb0-769c1e765895 · outbound

This paper cites Finding overlapping communities in networks by label propagation,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Finding overlapping communities in networks by label propagation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:51.623501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b6aaa207-2844-49d6-a8cd-16d52f8a9288 · outbound

This paper cites Slpa: Uncovering overlap- ping communities in social networks via a speaker-listener inter- action dynamic process,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Slpa: Uncovering overlap- ping communities in social networks via a speaker-listener inter- action dynamic process,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:51.431211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e0ec22b-7fe9-42e4-ab80-c91440ce610e · outbound

This paper cites Detecting overlapping communities in networks via dominant la- bel propagation,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Detecting overlapping communities in networks via dominant la- bel propagation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:51.269340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cfb1e5a5-5ebe-4e54-a05b-78fe90236216 · outbound

This paper cites Lpanni: Overlapping com- munity detection using label propagation in large-scale complex networks,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Lpanni: Overlapping com- munity detection using label propagation in large-scale complex networks,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:51.003501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97865531-13a0-4276-8ab0-64a51543dc01 · outbound

This paper cites Probabilistic linear discriminant analysis,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Probabilistic linear discriminant analysis,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:50.767270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0b7f9aa5-1600-4652-a0d4-d28286e594fa · outbound

This paper cites Powerset multi-class cross entropy loss for neural speaker diarization.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Powerset multi-class cross entropy loss for neural speaker diarization

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:23:49.639352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e05dd79b-9840-4f86-abe5-72ca33eabc54 · outbound

This paper cites Asv- subtools: Open source toolkit for automatic speaker verification,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Asv- subtools: Open source toolkit for automatic speaker verification,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:50.523512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6c7b39ff-81ff-429e-821b-15d73b1a434d · outbound

This paper cites Encoder-decoder based attractors for end-to-end neural diariza- tion,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Encoder-decoder based attractors for end-to-end neural diariza- tion,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:47.976481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a7e1368-6b52-466c-91cf-8d3b5b3b5cce · outbound

This paper cites The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:23:49.492527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ca9922b2-136c-4a7a-8859-305d98ee914b · outbound

This paper cites USTC-NELSLIP System Description for DIHARD-III Challenge.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm USTC-NELSLIP System Description for DIHARD-III Challenge

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:23:49.280132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9eff81eb-cf94-4d55-9059-27aa2b050291 · outbound

This paper cites But system description for the third dihard speech diarization challenge,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm But system description for the third dihard speech diarization challenge,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:50.300583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b1ffb7aa-c51c-4545-bc89-afeb9232af32 · outbound

This paper cites Diaper: End-to-end neural diarization with perceiver-based attractors,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Diaper: End-to-end neural diarization with perceiver-based attractors,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:50.106676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ef59154-3829-4efb-8469-66a13742f6ee · outbound

This paper cites Online neural diarization of unlimited numbers of speakers using global and local attractors,.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Online neural diarization of unlimited numbers of speakers using global and local attractors,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:23:49.968675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61fb561f-2e17-458e-9297-c88fe8f85408 · outbound

This paper cites End-to-end speaker segmentation for overlap-aware resegmentation.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm End-to-end speaker segmentation for overlap-aware resegmentation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:48.814942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc72a53-348f-4bff-9df9-674c096ca179 · outbound

This paper cites EEND-M2F: Masked-attention mask transformers for speaker diarization.

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm EEND-M2F: Masked-attention mask transformers for speaker diarization

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:23:49.071108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 0d28dc5e-719b-4ef2-b64f-8fdedc853b58 · inbound