Paper Citation Record · LEDGER

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2505.23207.

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

pith.paper-citation-record.v1
2505.23207 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:55:24.534982Z

measured 34 of 34 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:55:22.270498Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:55:26.461821Z

Reference resolution

33 of 33 outbound references displayed

verified exact9
verified fuzzy16
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7d5a2b0e-7db5-476e-8385-2cfddbf7dc21 · outbound

This paper cites Overlapping regions present unique challenges, as they involve both overlap of speech segments and speaker identities.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Overlapping regions present unique challenges, as they involve both overlap of speech segments and speaker identities

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.881421Z

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 01f4d765-3c10-453b-a958-7fd9cc6d5a7e · outbound

This paper cites We be- gin with an overview of the progressive OSD architecture, fol- lowed by a detailed explanation of the progressive OSD training strategy.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM We be- gin with an overview of the progressive OSD architecture, fol- lowed by a detailed explanation of the progressive OSD training strategy

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.776832Z

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 d0a1eabd-7eed-407a-8820-ee4890fd8a98 · outbound

This paper cites Experiments setup In this section, we describe the experimental setup used for our paper, including the datasets and training configurations.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Experiments setup In this section, we describe the experimental setup used for our paper, including the datasets and training configurations

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.601092Z

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 2cb4a584-f50c-45a1-a8d2-4053d88c68f4 · outbound

This paper cites Ex- perimental results consistently demonstrate the advantages of this approach across different configurations.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Ex- perimental results consistently demonstrate the advantages of this approach across different configurations

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.480431Z

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 54bfc9cf-c1a6-41d2-91e2-7490932c5b79 · outbound

This paper cites Detection of overlapping speech for the purposes of speaker diarization,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Detection of overlapping speech for the purposes of speaker diarization,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.048409Z

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 19b4013f-3da8-48cb-99b7-59c0466f72c6 · outbound

This paper cites Overlap-aware diarization: resegmentation using neural end-to-end overlapped speech detection.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Overlap-aware diarization: resegmentation using neural end-to-end overlapped speech detection

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:26.413671Z

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 7801a417-4517-4951-915e-a1b063b288fd · outbound

This paper cites Diarization is hard: Some experiences and lessons learned for the jhu team in the inaugural dihard challenge,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Diarization is hard: Some experiences and lessons learned for the jhu team in the inaugural dihard challenge,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.335488Z

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 3c60974b-963c-4127-b547-3db2af44b773 · outbound

This paper cites Overlapped speech detection for improved speaker diarization in multiparty meetings,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Overlapped speech detection for improved speaker diarization in multiparty meetings,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.163884Z

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 dedf134a-0f63-4b36-ae91-0818acd1973b · outbound

This paper cites Impact of overlapping speech detection on speaker diarization for broadcast news and debates,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Impact of overlapping speech detection on speaker diarization for broadcast news and debates,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.117536Z

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 7c58cc05-b030-4585-826a-87c52ec2d9c8 · outbound

This paper cites But system for dihard speech diariza- tion challenge 2018,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM But system for dihard speech diariza- tion challenge 2018,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.089770Z

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 68d7d2b3-2805-4f86-ab3e-857b402f75db · outbound

This paper cites Over- lapped speech detection in broadcast streams using x-vectors.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Over- lapped speech detection in broadcast streams using x-vectors

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:26.882336Z

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 25eddd46-20c7-413e-abc3-cbe12ac82788 · outbound

This paper cites LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:23.552544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa3cc08e-f03e-4394-bb18-11330dd16de1 · outbound

This paper cites Spatial-aware Speaker Diarization for Multi-channel Multi-party Meeting.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Spatial-aware Speaker Diarization for Multi-channel Multi-party Meeting

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:26.254347Z

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 0c939e92-2816-42d6-a6c3-f0aef865badc · outbound

This paper cites Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:26.468070Z

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 57d4a822-6ce5-4784-8828-42d818cbb285 · outbound

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

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM End-to-end speaker segmentation for overlap-aware resegmentation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:23.255131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f58ddf8-6df3-40cb-b617-85568ac791f2 · outbound

This paper cites Large-Scale Learning on Overlapped Speech Detection: New Benchmark and New General System.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Large-Scale Learning on Overlapped Speech Detection: New Benchmark and New General System

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:26.006554Z

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 bf33a67d-5e8c-452d-a8a6-5d0cca8ca36c · outbound

This paper cites Automatic detection of multi- speaker fragments with high time resolution,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Automatic detection of multi- speaker fragments with high time resolution,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:26.995175Z

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 2c72fb69-e9f7-4391-8b94-51c92042e0e1 · outbound

This paper cites BeamTransformer: Microphone Array-based Overlapping Speech Detection.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM BeamTransformer: Microphone Array-based Overlapping Speech Detection

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:25.924681Z

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 8e3967e4-3b72-4537-bb5e-e4e3e5bb4fad · outbound

This paper cites Multitask detection of speaker changes, overlapping speech and voice activity using wav2vec 2.0,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Multitask detection of speaker changes, overlapping speech and voice activity using wav2vec 2.0,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:23.633794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffd7667d-2e9d-4c9a-a948-d991e34033ce · outbound

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

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM M2met: The icassp 2022 multi- channel multi-party meeting transcription challenge,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:23.697828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 700fc423-6ce2-49c8-98f2-b9d2ece4006b · outbound

This paper cites Recognition and under- standing of meetings the ami and amida projects,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Recognition and under- standing of meetings the ami and amida projects,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:26.773092Z

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 af77ebdc-b08f-4a93-bb19-332d31537a5a · outbound

This paper cites A survey on multi-task learning,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM A survey on multi-task learning,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:23.827907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bfca183-8cf7-4478-bc99-e79e6d22bb95 · outbound

This paper cites Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:25.958145Z

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 6fbb3121-2452-41fd-803a-6ab5455fd730 · outbound

This paper cites Target- speaker voice activity detection: A novel approach for multi- speaker diarization in a dinner party scenario,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Target- speaker voice activity detection: A novel approach for multi- speaker diarization in a dinner party scenario,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:26.474965Z

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 dc20b860-6cce-48e7-b612-ff57b515e4b2 · outbound

This paper cites A survey on text-dependent and text-independent speaker verification,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM A survey on text-dependent and text-independent speaker verification,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:26.651952Z

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 7de0ce69-62c6-4636-b13a-852c09fa9e51 · outbound

This paper cites In this paper, we adapt WavLM for OSD tasks.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM In this paper, we adapt WavLM for OSD tasks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:27.688496Z

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 6794acf1-22c7-4ed7-916c-4b27545f55c5 · outbound

This paper cites ECAPA-TDNN Embeddings for Speaker Diarization.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM ECAPA-TDNN Embeddings for Speaker Diarization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:24.123323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3a807a5-cb05-448e-beb9-10498a10e830 · outbound

This paper cites CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:24.199871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 800c25ff-5116-41db-ba03-bf0c0d9e30a7 · outbound

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

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Wavlm: Large-scale self- supervised pre-training for full stack speech processing,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:24.261854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0017e364-824d-4ecd-ab6f-53770d6b2b09 · outbound

This paper cites Frame-wise and overlap-robust speaker em- beddings for meeting diarization,.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Frame-wise and overlap-robust speaker em- beddings for meeting diarization,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:55:26.521430Z

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 064fbc58-6a89-4bdc-8922-2bf9f78607b6 · outbound

This paper cites Joint speech and overlap detection: a benchmark over multiple audio setup and speech domains.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Joint speech and overlap detection: a benchmark over multiple audio setup and speech domains

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:25.549707Z

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 012e5df1-d63a-49c9-842e-ae7e0e7ec4e8 · outbound

This paper cites Unified Audio Event Detection.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM Unified Audio Event Detection

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:25.125436Z

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 7dc939a6-a656-4182-aa5a-07550c43ef72 · outbound

This paper cites A robust audio deepfake detection system via multi-view feature.

Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM A robust audio deepfake detection system via multi-view feature

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:55:24.757257Z

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 0c939e92-2816-42d6-a6c3-f0aef865badc · inbound