Paper Citation Record · LEDGER

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 6 inbound Pith citation observations for arXiv:2505.13971.

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

pith.paper-citation-record.v1
2505.13971 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:05.021485Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:00.946933Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T08:09:51.394586Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy17
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d516a4d6-1b5c-43fa-bd6f-344aae0d6d84 · outbound

This paper cites The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:00.946933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d182b9a8-a55d-4e53-a58c-b0807a475f2c · outbound

This paper cites Statics The MISP-Meeting dataset[10] comprises a total of 125 hours of synchronized audio and video data, meticulously curated to reflect real-world meeting scenarios.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Statics The MISP-Meeting dataset[10] comprises a total of 125 hours of synchronized audio and video data, meticulously curated to reflect real-world meeting scenarios

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:10.405861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4617894b-5ab6-4b5d-b4c4-abceef6f4b8f · outbound

This paper cites who spoke when.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition who spoke when

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:10.171540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 63d2ca25-9035-4f8f-9644-6e043c78bd31 · outbound

This paper cites an unresolved cited work.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:43:10.001010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation af8c5e2b-7ce1-461d-9630-7081a33c5d9e · outbound

This paper cites (2), whereNspk is the total number of speakers in the session.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition (2), whereNspk is the total number of speakers in the session

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:09.796298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd03b07a-e841-49f1-965a-560307c032da · outbound

This paper cites an unresolved cited work.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:43:09.545159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fabb067c-e0b7-4de2-9160-4bc51668a496 · outbound

This paper cites A VSD Table 2 presents a summary of the methods and results for Track 1 (Audio-Visual Speaker Diarization) in the MISP 2025 Challenge.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition A VSD Table 2 presents a summary of the methods and results for Track 1 (Audio-Visual Speaker Diarization) in the MISP 2025 Challenge

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:09.281598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 095c7367-1392-4e02-a4bd-1df23564b5f2 · outbound

This paper cites an unresolved cited work.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:43:09.111934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ee43906-d77d-4382-a9c1-11056bb6132d · outbound

This paper cites The chil audiovisual corpus for lecture and meeting analysis in- side smart rooms,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition The chil audiovisual corpus for lecture and meeting analysis in- side smart rooms,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:08.828947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94b03a91-ce32-48d7-8791-45fde30cb4a5 · outbound

This paper cites M2met: The icassp 2022 multi- channel multi-party meeting transcription challenge,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition M2met: The icassp 2022 multi- channel multi-party meeting transcription challenge,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:08.634867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 474dda51-9528-4bbb-86e4-476a84c651c5 · outbound

This paper cites AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:02.079339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24dda821-8acf-4170-af19-ffb35fec1c65 · outbound

This paper cites Continuous speech separation: Dataset and analysis,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Continuous speech separation: Dataset and analysis,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:08.436561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9c3e128-15c4-4b6e-ac08-f377e39382e2 · outbound

This paper cites Lib- rispeech: an asr corpus based on public domain audio books,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Lib- rispeech: an asr corpus based on public domain audio books,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:02.305820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef7adc73-dd1c-4ab8-b3d1-cf8b99dd345f · outbound

This paper cites CHiME-6 Chal- lenge: Tackling Multispeaker Speech Recognition for Unseg- mented Recordings,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition CHiME-6 Chal- lenge: Tackling Multispeaker Speech Recognition for Unseg- mented Recordings,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:08.186566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b477c2d-8e4a-450f-bd4f-280b2da4535e · outbound

This paper cites The first multimodal information based speech processing (misp) chal- lenge: Data, tasks, baselines and results,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition The first multimodal information based speech processing (misp) chal- lenge: Data, tasks, baselines and results,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:07.989009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bea85d7f-dd75-41a5-bfda-ee982ef8a884 · outbound

This paper cites The mul- timodal information based speech processing (misp) 2022 chal- lenge: Audio-visual diarization and recognition,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition The mul- timodal information based speech processing (misp) 2022 chal- lenge: Audio-visual diarization and recognition,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:02.797124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c480d17-e3da-41ee-96c7-d54cb0103dbc · outbound

This paper cites The multimodal information based speech processing (misp) 2023 challenge: Audio-visual target speaker extraction,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition The multimodal information based speech processing (misp) 2023 challenge: Audio-visual target speaker extraction,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:07.764255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c4e4131e-df16-4fd3-abab-13d0adc854ab · outbound

This paper cites MISP-Meeting: A real-world dataset with multimodal cues for long-form meeting transcription and summarization,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition MISP-Meeting: A real-world dataset with multimodal cues for long-form meeting transcription and summarization,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:03.014747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b75b325c-4bf8-4d38-a95a-702aac5698b2 · outbound

This paper cites End-to-end audio-visual neural speaker diarization,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition End-to-end audio-visual neural speaker diarization,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:07.550360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75b3023e-f670-4324-8b08-aae5b29f9a25 · outbound

This paper cites Conformer: Convolution-augmented Transformer for Speech Recognition.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Conformer: Convolution-augmented Transformer for Speech Recognition

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:03.146074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e1751a-a452-4788-af8f-6fa7d246e9df · outbound

This paper cites Dover-lap: A method for com- bining overlap-aware diarization outputs,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Dover-lap: A method for com- bining overlap-aware diarization outputs,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:03.211149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d52c1c3-c08a-496c-be86-9f1f01c3556f · outbound

This paper cites The rich transcription 2006 spring meeting recognition evaluation,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition The rich transcription 2006 spring meeting recognition evaluation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:07.172677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d7c11625-c882-412a-bdda-0e38ad429a5e · outbound

This paper cites Improving audio-visual speech recognition by lip-subword correlation based visual pre-training and cross-modal fusion encoder,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Improving audio-visual speech recognition by lip-subword correlation based visual pre-training and cross-modal fusion encoder,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:06.921969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0458f9e8-8c9c-4667-956e-6af705fe8edf · outbound

This paper cites GPU-accelerated Guided Source Separation for Meeting Transcription.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition GPU-accelerated Guided Source Separation for Meeting Transcription

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:03.476909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92676c42-0012-47ee-9ef8-aa8e151969eb · outbound

This paper cites The multimodal information based speech processing (misp) 2022 challenge: Audio-visual di- arization and recognition,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition The multimodal information based speech processing (misp) 2022 challenge: Audio-visual di- arization and recognition,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:06.650135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90723b50-6955-4e15-aa8a-5229bc7d5a0b · outbound

This paper cites VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:03.767045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc3d2ccd-9969-41dc-ac57-55fd0e06b23b · outbound

This paper cites VoxCeleb2: Deep Speaker Recognition.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition VoxCeleb2: Deep Speaker Recognition

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:03.878807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7e3d097-71db-4f79-bc87-2ea03ec6a50e · outbound

This paper cites Kespeech: An open source speech dataset of mandarin and its eight subdialects,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Kespeech: An open source speech dataset of mandarin and its eight subdialects,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:06.293656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ad194ca-b72e-4f4d-9468-e213687d7f26 · outbound

This paper cites 3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and Multi-Dialect Corpus for Speech Representation Disentanglement.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition 3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and Multi-Dialect Corpus for Speech Representation Disentanglement

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:04.029122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fbc7da8-9942-4d95-b08a-e464e0796a9c · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:04.140000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9b28de0-ed4d-4341-9501-1ae12bebade2 · outbound

This paper cites Wavlm: Large-scale self- supervised pre-training for full stack speech processing,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Wavlm: Large-scale self- supervised pre-training for full stack speech processing,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:04.219246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 498eb297-5d96-4a18-9d4f-b1523a25db7b · outbound

This paper cites The ami meeting corpus,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition The ami meeting corpus,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:04.308158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49055ca4-5d30-4e6b-b90e-6adb66cce4ce · outbound

This paper cites Lip-reading with densely connected temporal convolutional networks,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Lip-reading with densely connected temporal convolutional networks,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:04.390574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca19d67a-28fd-4b16-9564-edaf8e684aaf · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Robust speech recognition via large-scale weak supervision,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:04.485577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dbbfdd8-4a91-4c43-be47-b2a52ce12a48 · outbound

This paper cites Wenetspeech: A 10000+ hours multi- domain mandarin corpus for speech recognition,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Wenetspeech: A 10000+ hours multi- domain mandarin corpus for speech recognition,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:05.746106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a70e8cee-0bec-4546-b2c3-3b0c3e71d1fc · outbound

This paper cites Sequence-to-Sequence Neural Diarization with Automatic Speaker Detection and Representation.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Sequence-to-Sequence Neural Diarization with Automatic Speaker Detection and Representation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:04.678989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 909b7d81-34cb-44bd-b0dd-6df558509c42 · outbound

This paper cites Mossformer2: Com- bining transformer and rnn-free recurrent network for enhanced time-domain monaural speech separation,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Mossformer2: Com- bining transformer and rnn-free recurrent network for enhanced time-domain monaural speech separation,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:04.846296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1494347b-02b1-43d7-9318-d5ff6fcb3771 · outbound

This paper cites Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:04.928529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc4ac28f-13cd-4e27-8b80-0d5abb96a892 · outbound

This paper cites Generalization of multi-channel linear prediction methods for blind mimo impulse response short- ening,.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Generalization of multi-channel linear prediction methods for blind mimo impulse response short- ening,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:43:05.514736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation d516a4d6-1b5c-43fa-bd6f-344aae0d6d84 · inbound