Paper Citation Record · LEDGER

Towards Temporally Explainable Dysarthric Speech Clarity Assessment

As of 9 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2506.00454.

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

pith.paper-citation-record.v1
2506.00454 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:08:16.526945Z

measured 24 of 24 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 2026-08-07T12:08:14.413218Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:08:17.044126Z

Reference resolution

23 of 23 outbound references displayed

verified exact3
verified fuzzy16
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 324160b1-9f2e-4df4-a563-23785e84da3c · outbound

This paper cites Reliable assessment tools are needed to support personalized speech therapy.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Reliable assessment tools are needed to support personalized speech therapy

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:19.493097Z

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 1659a5e5-f4d0-4e46-9dd6-c17e13d5b312 · outbound

This paper cites Towards Temporally Explainable Dysarthric Speech Clarity Assessment.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Towards Temporally Explainable Dysarthric Speech Clarity Assessment

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:08:17.151384Z

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 283c5594-4ffd-4d42-b6f0-d4b395c4dad5 · outbound

This paper cites In this setup, both the speech recording and the corresponding target text are available, enabling precise evaluation.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment In this setup, both the speech recording and the corresponding target text are available, enabling precise evaluation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:19.286425Z

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 0fce3381-4f45-43a0-a5f1-dd6c9bf1280e · outbound

This paper cites Experimental Setup ASR Models:We employ widely used ASR models: wav2vec2-base and large, Whisper-tiny, base, small, medium, large, and turbo.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Experimental Setup ASR Models:We employ widely used ASR models: wav2vec2-base and large, Whisper-tiny, base, small, medium, large, and turbo

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:19.136161Z

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 5e7bbe40-515b-47aa-8c30-e950402beefe · outbound

This paper cites Our expert-annotated dataset enabled systematic evaluation of ASR performance, with clar- ity scores showing strong alignment with dysarthria severity and therapist ratings.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Our expert-annotated dataset enabled systematic evaluation of ASR performance, with clar- ity scores showing strong alignment with dysarthria severity and therapist ratings

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:19.047057Z

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 90c5b04b-5b25-438d-8899-3cc23870812c · outbound

This paper cites Dysarthric speech recog- nition using convolutional lstm neural network.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Dysarthric speech recog- nition using convolutional lstm neural network

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:18.915784Z

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 22cedbc9-8e53-46a8-92ff-4eb6b53a8111 · outbound

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

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Enhancing dysarthric speech recognition for unseen speakers via prototype- based adaptation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:18.791844Z

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 15505755-38b1-4670-b29b-a199038526c4 · outbound

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

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Training data augmentation for dysarthric automatic speech recognition by text-to-dysarthric-speech synthesis,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:18.680779Z

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 2fcbe936-7ce8-47d2-b7f3-c3c3fce3f273 · outbound

This paper cites DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:08:16.950651Z

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 eaef3cd8-cc83-4243-9538-25290b27d8f0 · outbound

This paper cites Whis- per features for dysarthric severity-level classification,.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Whis- per features for dysarthric severity-level classification,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:18.540499Z

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 7a28c7b3-a779-4355-8431-448c0523425b · outbound

This paper cites Speech intelligibility assessment of dysarthric speech by using goodness of pronunci- ation with uncertainty quantification,.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Speech intelligibility assessment of dysarthric speech by using goodness of pronunci- ation with uncertainty quantification,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:18.378677Z

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 02b9cdce-4d7f-4a26-bde1-354531872c52 · outbound

This paper cites Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:08:16.759014Z

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 bc5fe863-94d8-4265-95d4-7e64d8844394 · outbound

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

Towards Temporally Explainable Dysarthric Speech Clarity Assessment The torgo database of acoustic and articulatory speech from speakers with dysarthria,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:18.217000Z

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 bc50cdd5-f6ce-47a4-af88-1c87ec30c33e · outbound

This paper cites Dysarthric speech database for universal access research.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Dysarthric speech database for universal access research

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:18.086095Z

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 f0e7623a-ad1f-4d70-8651-aa8dd725b206 · outbound

This paper cites Easycall corpus: a dysarthric speech dataset,.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Easycall corpus: a dysarthric speech dataset,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:17.955073Z

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 4cbf81c3-b56b-441c-bc6e-6f2da93135e7 · outbound

This paper cites L2-arctic: A non- native english speech corpus,.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment L2-arctic: A non- native english speech corpus,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:15.885640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71c791b8-34d7-48ca-9c61-fc59f5f6ed0a · outbound

This paper cites A study on fine- tuning wav2vec2. 0 model for the task of mispronunciation detec- tion and diagnosis.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment A study on fine- tuning wav2vec2. 0 model for the task of mispronunciation detec- tion and diagnosis

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:17.836005Z

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 d8c37d41-1937-4e4a-b6bc-9123f6b1b28a · outbound

This paper cites End-to-end mispronunciation detection and diagnosis from raw waveforms,.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment End-to-end mispronunciation detection and diagnosis from raw waveforms,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:17.692081Z

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 0eae2aaf-2706-4053-b528-e11915b53c39 · outbound

This paper cites The re- liability and validity of speech-language pathologists’ estimations of intelligibility in dysarthria,.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment The re- liability and validity of speech-language pathologists’ estimations of intelligibility in dysarthria,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:17.503594Z

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 8f669cfc-e9bd-4201-bfe5-7cf4c0b33446 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment Robust Speech Recognition via Large-Scale Weak Supervision

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:16.251129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09e9d443-205c-48b4-b1c6-25b7cb316c9e · outbound

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

Towards Temporally Explainable Dysarthric Speech Clarity Assessment wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:16.320760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55a5b416-b2d9-4b12-bf97-52420e9eb5e3 · outbound

This paper cites whisper-timestamped,.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment whisper-timestamped,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:16.408012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad0edd9e-b025-4373-9b0d-f8a1ee30c38e · outbound

This paper cites An automatic measure for speech intelligibility in dysarthrias—validation across multiple languages and neurological disorders,.

Towards Temporally Explainable Dysarthric Speech Clarity Assessment An automatic measure for speech intelligibility in dysarthrias—validation across multiple languages and neurological disorders,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:08:17.369171Z

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 1659a5e5-f4d0-4e46-9dd6-c17e13d5b312 · inbound