Paper Citation Record · LEDGER

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM

As of 12 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2509.03013.

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

pith.paper-citation-record.v1
2509.03013 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:15:42.840357Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy33
unresolved2
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58b9471c-7a64-4414-81f9-db3e1f0175d6 · outbound

This paper cites an unresolved cited work.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:15:48.270020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 23aad4a7-1fa5-4612-b720-63c6be1f5b59 · outbound

This paper cites Per- ceptual evaluation of speech quality (PESQ), an objec- tive method for end-to-end speech quality assessment of narrow-band telephone networks and speech codecs,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Per- ceptual evaluation of speech quality (PESQ), an objec- tive method for end-to-end speech quality assessment of narrow-band telephone networks and speech codecs,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:48.122083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 041c5243-e28a-4de7-bc40-23e034aa5593 · outbound

This paper cites The hearing-aid speech perception index (HASPI) version 2,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM The hearing-aid speech perception index (HASPI) version 2,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:47.951122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6c0fbca4-f04b-4d80-b375-7f092320a591 · outbound

This paper cites The hearing-aid speech quality index (HASQI) version 2,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM The hearing-aid speech quality index (HASQI) version 2,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:47.789158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f9419246-7b04-423b-992e-a788e9463233 · outbound

This paper cites A physical method for measuring speech-transmission quality,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM A physical method for measuring speech-transmission quality,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:47.585520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5ae45669-98ff-4f70-9c53-7a11ca59ebc4 · outbound

This paper cites Factors governing the intelligibility of speech sounds,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Factors governing the intelligibility of speech sounds,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:47.445041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1b873c66-26d6-42ce-93cf-5f7d5ce43ae1 · outbound

This paper cites Methods for calculation of the speech intelligibility index,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Methods for calculation of the speech intelligibility index,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:47.309077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fe0226f4-fd37-4af0-acf1-6a2f80a236a0 · outbound

This paper cites Evaluation of speech transmission channels by using artificial signals,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Evaluation of speech transmission channels by using artificial signals,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:47.187882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8c2d1d7b-5cb3-4f5b-8d48-74c9f24c27b9 · outbound

This paper cites An algorithm for intelligibility prediction of time- frequency weighted noisy speech,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM An algorithm for intelligibility prediction of time- frequency weighted noisy speech,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:47.046337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a0df5ea4-5032-4227-a14f-f8b575d1b214 · outbound

This paper cites A neural network for monaural intrusive speech intelligibility prediction,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM A neural network for monaural intrusive speech intelligibility prediction,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:46.931453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c8bb36b0-dbaa-4a1d-859c-ff05c167b33e · outbound

This paper cites Nonintrusive speech intelligibility predic- tion using convolutional neural networks,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Nonintrusive speech intelligibility predic- tion using convolutional neural networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:46.810220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3b6963f3-ab49-42f9-8cbb-aec7cc7d28a0 · outbound

This paper cites STOI-Net: A deep learning-based non- intrusive speech intelligibility assessment model,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM STOI-Net: A deep learning-based non- intrusive speech intelligibility assessment model,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:46.707798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d0e6d087-fba7-4570-8580-0a0f63f8dc3b · outbound

This paper cites Multi-objective non-intrusive hearing- aid speech assessment model,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Multi-objective non-intrusive hearing- aid speech assessment model,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:46.566233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3338ebdf-516f-416f-9c46-6523f4319023 · outbound

This paper cites Exploiting hidden rep- resentations from a DNN-based speech recogniser for speech intelligibility prediction in hearing-impaired lis- teners,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Exploiting hidden rep- resentations from a DNN-based speech recogniser for speech intelligibility prediction in hearing-impaired lis- teners,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:46.439577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 83aebcde-b39a-4cf8-afc5-a3434c817f59 · outbound

This paper cites MTI-Net: A multi-target speech in- telligibility prediction model,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM MTI-Net: A multi-target speech in- telligibility prediction model,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:46.311310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4ab66be0-391d-49b4-ba89-7c70190d72c8 · outbound

This paper cites Deep learning-based non-intrusive multi- objective speech assessment model with cross-domain features,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Deep learning-based non-intrusive multi- objective speech assessment model with cross-domain features,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:46.194538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 580ee7b4-1b52-4d24-933f-ad1ea1b0fbc5 · outbound

This paper cites MBI-Net: A non-intrusive multi-branched speech intelligibility prediction model for hearing aids,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM MBI-Net: A non-intrusive multi-branched speech intelligibility prediction model for hearing aids,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:46.057171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 124eccce-af1a-4cff-8f8f-da8471064ec3 · outbound

This paper cites Speech foundation models on intelligibility prediction for hearing-impaired listen- ers,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Speech foundation models on intelligibility prediction for hearing-impaired listen- ers,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:45.897971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a397e8dc-01d6-4fc4-9b1e-b0210ebd6f52 · outbound

This paper cites Non- intrusive speech intelligibility prediction for hearing- impaired users using intermediate ASR features and hu- man memory models,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Non- intrusive speech intelligibility prediction for hearing- impaired users using intermediate ASR features and hu- man memory models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:45.788960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8f1b6401-a161-4718-bcba-72f8ea15ae3a · outbound

This paper cites A study on incorporating Whis- per for robust speech assessment,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM A study on incorporating Whis- per for robust speech assessment,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:45.655406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a8f94aaa-3e8b-4086-aeca-0ba45401fa50 · outbound

This paper cites Non-intrusive speech intelligibility prediction using an auditory periphery model with hearing loss,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Non-intrusive speech intelligibility prediction using an auditory periphery model with hearing loss,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:45.483065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9a3d4beb-cab7-4ec5-9259-8932d498f0fe · outbound

This paper cites Wav2vec 2.0: A framework for self-supervised learning of speech representations,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:45.359442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d7170415-5fc1-4674-8ebe-5204097b7507 · outbound

This paper cites HuBERT: Self- supervised speech representation learning by masked prediction of hidden units,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM HuBERT: Self- supervised speech representation learning by masked prediction of hidden units,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:45.196907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation be7ded86-8206-4f6d-bf01-38bba0555506 · outbound

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

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Robust speech recognition via large-scale weak supervision,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:45.008750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7a8e13c7-e1f1-48a7-97d0-d10158b8d5c4 · outbound

This paper cites XLSTM: Extended long short-term memory,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM XLSTM: Extended long short-term memory,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:44.876931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bb2031bb-9bdd-46d7-bb70-ef90f2a4b749 · outbound

This paper cites Speech recognition (version 3.6) [software],.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Speech recognition (version 3.6) [software],

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:44.694044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3559e7bd-dc62-4654-b2f3-528babba98c3 · outbound

This paper cites Speaker recognition from raw waveform with Sincnet,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Speaker recognition from raw waveform with Sincnet,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:44.539945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 31e28112-99ac-4b25-93f2-6ccd9254d1ea · outbound

This paper cites InQSS: A speech intelli- gibility and quality assessment model using a multi- task learning network,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM InQSS: A speech intelli- gibility and quality assessment model using a multi- task learning network,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:44.332127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 17e8358c-b640-4066-ad9e-0676b929bb7d · outbound

This paper cites The V oiceMOS challenge 2023: Zero-shot subjective speech quality prediction for multiple domains,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM The V oiceMOS challenge 2023: Zero-shot subjective speech quality prediction for multiple domains,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:44.096225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 92d117e5-928d-49dd-b93e-f006cc3ab515 · outbound

This paper cites Speech enhancement using a minimum mean-square error log-spectral amplitude estimator,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Speech enhancement using a minimum mean-square error log-spectral amplitude estimator,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:43.852076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 33489b8f-00aa-4ba9-8457-ada6fa194021 · outbound

This paper cites Raw waveform-based speech enhancement by fully convolu- tional networks,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Raw waveform-based speech enhancement by fully convolu- tional networks,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:43.659705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7b582b91-8f17-4554-965c-ee3fd3300a83 · outbound

This paper cites T-GSA: Trans- former with gaussian-weighted self-attention for speech enhancement,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM T-GSA: Trans- former with gaussian-weighted self-attention for speech enhancement,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:43.443612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8f966589-aeb3-44a8-8af2-8eb55c9e13d2 · outbound

This paper cites CMGAN: Conformer-based MetricGAN for speech enhancement,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM CMGAN: Conformer-based MetricGAN for speech enhancement,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:43.225597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e3e8cdb7-3186-4fdb-832c-a26168cc5208 · outbound

This paper cites Music Source Separation in the Waveform Domain.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM Music Source Separation in the Waveform Domain

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T11:15:42.772814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fb82ae1-9c18-4dbc-8c01-152a7744785a · outbound

This paper cites The proof and measurement of associ- ation between two things,.

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM The proof and measurement of associ- ation between two things,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:15:43.061905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.