Paper Citation Record · LEDGER

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition

As of 8 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2506.22810.

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

pith.paper-citation-record.v1
2506.22810 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:02:27.831656Z

measured 41 of 41 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 2026-08-06T22:02:27.741404Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T22:02:27.974665Z

Reference resolution

40 of 40 outbound references displayed

verified exact10
verified fuzzy19
unresolved8
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 905025b9-820d-42a8-856f-205e8feb197e · outbound

This paper cites A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.977335Z

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 d7b2b2fe-9b40-4754-b795-017634a1c21a · outbound

This paper cites WER = 0” condition uses Algorithm (a), segmenting the speech at the predicted timestamps and using the corresponding prediction as the label. Data filtered by the “I = D = 0.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition WER = 0” condition uses Algorithm (a), segmenting the speech at the predicted timestamps and using the corresponding prediction as the label. Data filtered by the “I = D = 0

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:02:28.136809Z

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 6299fd73-aee5-4bd0-beb9-a1401166ad31 · outbound

This paper cites I = D = 0.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition I = D = 0

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:02:28.130229Z

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 ee1d275f-f150-4bae-9b8b-ceb3e07bbc17 · outbound

This paper cites By segmenting the data, we sim- ulate the incomplete speech segments encountered during in- ference.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition By segmenting the data, we sim- ulate the incomplete speech segments encountered during in- ference

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.123746Z

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 fd0b25b3-0e01-4b31-af8f-075f5727d56e · outbound

This paper cites an unresolved cited work.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:02:28.116891Z

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 96a24e91-bbb9-4475-8677-a0d5026b3d51 · outbound

This paper cites The torgo database of acoustic and articulatory speech from speakers with dysarthria,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition The torgo database of acoustic and articulatory speech from speakers with dysarthria,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.090773Z

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 fdcf9153-da75-423b-ab6b-4bbf5a5ede14 · outbound

This paper cites On the impact of dysarthric speech on contemporary asr cloud platforms,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition On the impact of dysarthric speech on contemporary asr cloud platforms,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.110744Z

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 a81f6b1a-8c21-465d-ba5b-10aa06a1ec63 · outbound

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

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Robust speech recognition via large-scale weak su- pervision,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.103940Z

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 08cdef0c-3e3c-484e-ab24-2624ceee4be9 · outbound

This paper cites Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:02:27.761816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98bd5ae-8c85-4a78-8b69-a39604688eba · outbound

This paper cites Dysarthric speech database for universal access research,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Dysarthric speech database for universal access research,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.097622Z

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 2e878121-52d7-4d69-b8a1-3245575ed481 · outbound

This paper cites EasyCall corpus: a dysarthric speech dataset.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition EasyCall corpus: a dysarthric speech dataset

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.962263Z

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 13a14d98-e0ed-4df3-ae87-bb82ed999d4e · outbound

This paper cites Pb-lrdwws system for the slt 2024 low-resource dysarthria wake-up word spotting chal- lenge,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Pb-lrdwws system for the slt 2024 low-resource dysarthria wake-up word spotting chal- lenge,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.057299Z

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 d2d484af-5fa7-4140-a594-d6e2e0cfa116 · outbound

This paper cites Synthesizing dysarthric speech using multi-speaker tts for dysarthric speech recognition,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Synthesizing dysarthric speech using multi-speaker tts for dysarthric speech recognition,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.084536Z

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 88a5f499-3583-4725-92cf-7221e53c9dd6 · outbound

This paper cites Training data augmentation for dysarthric automatic speech recognition by text- to-dysarthric-speech synthesis,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Training data augmentation for dysarthric automatic speech recognition by text- to-dysarthric-speech synthesis,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.077466Z

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 8ceada58-4bca-48b1-9b21-c45b664172a5 · outbound

This paper cites Personalizing ASR for Dysarthric and Accented Speech with Limited Data.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Personalizing ASR for Dysarthric and Accented Speech with Limited Data

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.953166Z

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 68a78c3f-b8bf-4392-ac31-caacb2d3a93e · outbound

This paper cites A survey of technologies for au- tomatic dysarthric speech recognition,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition A survey of technologies for au- tomatic dysarthric speech recognition,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.070552Z

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 11f97d6f-6cfd-44ce-98ec-c644a58d86fa · outbound

This paper cites Enhancing dysarthric speech recognition for unseen speakers via prototype- based adaptation,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Enhancing dysarthric speech recognition for unseen speakers via prototype- based adaptation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.063872Z

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 75733dae-d694-4774-a88e-328fc5674829 · outbound

This paper cites ESPnet: End-to-End Speech Processing Toolkit.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition ESPnet: End-to-End Speech Processing Toolkit

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:02:27.797126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709c3da5-7173-4a6b-a1e8-ca6991f1dcb9 · outbound

This paper cites Community-supported shared infrastructure in support of speech accessibility,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Community-supported shared infrastructure in support of speech accessibility,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.050037Z

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 ebc52ea2-598b-4597-999f-cd44cdf29308 · outbound

This paper cites M2R-Whisper: Multi-stage and Multi-scale Retrieval Augmentation for Enhancing Whisper.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition M2R-Whisper: Multi-stage and Multi-scale Retrieval Augmentation for Enhancing Whisper

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.911485Z

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 09721d3b-3abb-4376-bb8c-3bdcd4b76f5c · outbound

This paper cites Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.944211Z

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 144b2f26-e013-4814-b69e-466bcfdc9e97 · outbound

This paper cites Robust Cross-Etiology and Speaker-Independent Dysarthric Speech Recognition.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Robust Cross-Etiology and Speaker-Independent Dysarthric Speech Recognition

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.934550Z

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 63be98b9-6a57-42ca-8b84-2e3a3420d7da · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:02:27.792683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3669ae1-96c2-4cf0-88b2-18c41a7f4194 · outbound

This paper cites Hubert: Self-supervised speech rep- resentation learning by masked prediction of hidden units,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Hubert: Self-supervised speech rep- resentation learning by masked prediction of hidden units,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:02:27.794596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c1d1222-b35f-4498-a734-fd279b9a19e5 · outbound

This paper cites Self-training for end-to-end speech recognition,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Self-training for end-to-end speech recognition,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.020784Z

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 65eb1298-afbb-42b7-a8fc-b97ef1131cea · outbound

This paper cites WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition Toolkit.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition Toolkit

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T22:02:27.799231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 406f52c9-2652-43fd-b83b-4a0d3f699ce7 · outbound

This paper cites Lessons from building acoustic models with a million hours of speech,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Lessons from building acoustic models with a million hours of speech,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.006467Z

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 e3a83a8a-c5ae-4907-a2de-27d1650988db · outbound

This paper cites WhisperX: Time-Accurate Speech Transcription of Long-Form Audio.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition WhisperX: Time-Accurate Speech Transcription of Long-Form Audio

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T22:02:27.803969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d091a9af-2beb-4efd-b372-720da3183fef · outbound

This paper cites Universal speech disorder recognition: Towards a foun- dation model for cross-pathology generalisation,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Universal speech disorder recognition: Towards a foun- dation model for cross-pathology generalisation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.027164Z

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 0005b313-10d9-4a79-9498-0cef939d3220 · outbound

This paper cites Low-Latency Neural Speech Translation.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Low-Latency Neural Speech Translation

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.893357Z

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 d053eefc-2a6f-43e8-b076-ede084a1dafe · outbound

This paper cites The filtered data is then combined with the labeled data to train a student model, which subsequently becomes the new teacher, and the process is repeated iteratively.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition The filtered data is then combined with the labeled data to train a student model, which subsequently becomes the new teacher, and the process is repeated iteratively

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.143768Z

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 452e22ff-2edd-4595-8509-50c19c627913 · outbound

This paper cites Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T22:02:27.810725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6160c1a-3c31-4dea-9f03-b0014fbf3b8b · outbound

This paper cites Large-scale semi- supervised training in deep learning acoustic model for asr,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Large-scale semi- supervised training in deep learning acoustic model for asr,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:28.013843Z

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 1c834542-f828-49a9-90c8-000d237b5e35 · outbound

This paper cites Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.876247Z

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 8bd384ca-4e0f-4d45-8563-a02072b957d4 · outbound

This paper cites End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.865926Z

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 cd2f3e35-58f0-4b2f-87b1-99c35ad80852 · outbound

This paper cites Madi: Inter-domain matching and intra-domain discrimination for cross- domain speech recognition,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Madi: Inter-domain matching and intra-domain discrimination for cross- domain speech recognition,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:27.998714Z

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 60403a7d-ee7a-486d-8f56-a29d02399852 · outbound

This paper cites Semi-supervised training of deep neural networks,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Semi-supervised training of deep neural networks,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:27.991862Z

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 b38a28cf-0265-4511-bfd0-a68c76d83294 · outbound

This paper cites Reproducing whisper-style training using an open-source toolkit and publicly available data,.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Reproducing whisper-style training using an open-source toolkit and publicly available data,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:02:27.984791Z

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 3ff4a969-04e7-494a-a595-aebba6126d7d · outbound

This paper cites Assessing ASR Model Quality on Disordered Speech using BERTScore.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Assessing ASR Model Quality on Disordered Speech using BERTScore

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:02:27.856353Z

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 6263c2c3-be68-445d-923e-46657989adb8 · outbound

This paper cites Available: https://pubs.asha.org/doi/abs/10.1044/ 2024 JSLHR-24-00122.

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Available: https://pubs.asha.org/doi/abs/10.1044/ 2024 JSLHR-24-00122

Reference 2024

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:02:28.042794Z

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 905025b9-820d-42a8-856f-205e8feb197e · inbound