Paper Citation Record · LEDGER

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect

As of 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2505.21809.

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

pith.paper-citation-record.v1
2505.21809 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:26:11.174745Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:26:05.201974Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:26:11.776001Z

Reference resolution

44 of 44 outbound references displayed

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External citation measurements

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Outbound references

Observation 1e9ce255-5cb7-4fb1-a36f-e3fe16c30220 · outbound

This paper cites an unresolved cited work.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:26:18.922532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 191dbee1-04af-42da-8a30-b484c88c6949 · outbound

This paper cites Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T13:26:11.858053Z

Source-reported events for the cited work

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Observation 1be78b1b-88a9-4b44-acf3-a73d1a9edeb6 · outbound

This paper cites Figure 3 shows regression results for two VQDs.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Figure 3 shows regression results for two VQDs

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:18.433993Z

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Observation 6f352cb4-910c-4345-9261-a2a36f5f1394 · outbound

This paper cites Additionally, VQD models can also act as explanations or in- terpretations of decisions made by application focused models, as illustrated by the presented affect exploration.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Additionally, VQD models can also act as explanations or in- terpretations of decisions made by application focused models, as illustrated by the presented affect exploration

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:18.232956Z

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Observation 45cb3306-b33e-490d-a215-aa2ddb86c7f3 · outbound

This paper cites Consensus auditory-perceptual evaluation of voice: development of a standardized clinical proto- col,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Consensus auditory-perceptual evaluation of voice: development of a standardized clinical proto- col,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:16.798991Z

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Observation 88e914d7-2cf6-473f-a928-ca0181728466 · outbound

This paper cites Auditory perceptual voice analysis,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Auditory perceptual voice analysis,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:16.547276Z

Source-reported events for the cited work

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Observation d7228b3a-e412-4a65-bf5c-d0bb7064458f · outbound

This paper cites V oice qualities,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect V oice qualities,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:18.030427Z

Source-reported events for the cited work

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Observation 64be5b33-8398-40f2-986a-88d6651fd214 · outbound

This paper cites Beyond binary gender: creaky voice, gender, and the variationist enterprise,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Beyond binary gender: creaky voice, gender, and the variationist enterprise,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:16.194430Z

Source-reported events for the cited work

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Observation 9cdec121-ec09-4efe-b8d7-182df0cdc0cf · outbound

This paper cites Artificial intelligence in communication sciences and disorders: Introduction to the forum,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Artificial intelligence in communication sciences and disorders: Introduction to the forum,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:17.626132Z

Source-reported events for the cited work

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Observation d1aebb5d-e8fc-4db1-86ca-0b37e5bb51b1 · outbound

This paper cites The mPower study, Parkinson disease mobile data collected using Re- searchKit,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect The mPower study, Parkinson disease mobile data collected using Re- searchKit,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:17.315992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dfc9f042-414d-4e37-9545-c05c0c9e73ef · outbound

This paper cites Treatment outcomes for professional voice users,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Treatment outcomes for professional voice users,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:17.113966Z

Source-reported events for the cited work

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Observation 2be8640d-9385-40d2-869c-0b9d9051542a · outbound

This paper cites Evidence-based clinical voice assessment: a systematic review,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Evidence-based clinical voice assessment: a systematic review,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:15.459720Z

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Observation 5829c5b6-1fab-424f-8671-8ddb7754f0c4 · outbound

This paper cites Machine learning applied to GRBAS voice quality assessment,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Machine learning applied to GRBAS voice quality assessment,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:15.301753Z

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Observation e664138b-bae1-4d25-b037-619a31b0b4c2 · outbound

This paper cites Information conveyed by voice quality,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Information conveyed by voice quality,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:16.388307Z

Source-reported events for the cited work

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Observation c6137e0c-1dd6-4a3c-84b7-870e3e0e1289 · outbound

This paper cites Acoustic corre- lates of vocal quality,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Acoustic corre- lates of vocal quality,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:15.179219Z

Source-reported events for the cited work

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Observation bcd26cfd-af17-44d2-9378-cfc86e8e2551 · outbound

This paper cites The role of voice quality in com- municating emotion, mood and attitude,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect The role of voice quality in com- municating emotion, mood and attitude,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:26:06.269641Z

Source-reported events for the cited work

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Observation d17a30a0-2cbf-47ef-9083-81f3e9cd839f · outbound

This paper cites Dimensionality in voice quality,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Dimensionality in voice quality,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:15.943234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1d7b0e13-8c2d-4e02-a96a-a27de9bed012 · outbound

This paper cites Perceptual scaling of voice identity: common dimensions for different vowels and speakers,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Perceptual scaling of voice identity: common dimensions for different vowels and speakers,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:15.670116Z

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Observation ad98c6d7-303c-46c5-af9e-bb76ad67f765 · outbound

This paper cites Speech intelligibility classifiers from 550k disordered speech samples,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Speech intelligibility classifiers from 550k disordered speech samples,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:14.596422Z

Source-reported events for the cited work

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Observation 1025e2c3-5631-4304-868e-5db7abe8a0d6 · outbound

This paper cites A VEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recogni- tion,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect A VEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recogni- tion,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:14.392853Z

Source-reported events for the cited work

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Observation fbbeb466-3e0c-4d82-be26-8b568ca3a5bb · outbound

This paper cites Objective Measurements of Voice Quality.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Objective Measurements of Voice Quality

Reference 21

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Source-reported events for the cited work

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Observation d5a02943-2a48-4150-95c3-7a1449342b40 · outbound

This paper cites Dissociating COVID-19 from other respira- tory infections based on acoustic, motor coordination, and phone- mic patterns,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Dissociating COVID-19 from other respira- tory infections based on acoustic, motor coordination, and phone- mic patterns,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:13.991030Z

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Observation fa212c01-fee8-4b3d-8a99-736cb4736cf2 · outbound

This paper cites Shue,The voice source in speech production: Data, analysis and models.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Shue,The voice source in speech production: Data, analysis and models

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:14.963327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c5d1c8d5-504a-4770-b75a-39cc5967a5f2 · outbound

This paper cites Enabling off-the-shelf disfluency detection and categorization for pathological speech,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Enabling off-the-shelf disfluency detection and categorization for pathological speech,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:14.782848Z

Source-reported events for the cited work

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Observation dcd2fa3c-caf4-4ad1-9dbc-4178489e012d · outbound

This paper cites Seq2seq for Automatic Paraphasia Detection in Aphasic Speech.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Seq2seq for Automatic Paraphasia Detection in Aphasic Speech

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:26:11.618238Z

Source-reported events for the cited work

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Observation 55b57da4-5c2b-44b1-8173-4b10355bf888 · outbound

This paper cites Odyssey 2024-speech emotion recognition challenge: Dataset, baseline framework, and results,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Odyssey 2024-speech emotion recognition challenge: Dataset, baseline framework, and results,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T13:26:10.258935Z

Source-reported events for the cited work

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Observation 8b835c73-3519-4ddc-bcf6-3be6c3e75825 · outbound

This paper cites Universal paralinguistic speech representations using self-supervised con- formers,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Universal paralinguistic speech representations using self-supervised con- formers,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:26:10.333937Z

Source-reported events for the cited work

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Observation 26d28178-920f-4c6b-bab1-f8091ce6a7e5 · outbound

This paper cites A rapid, non-invasive method for fatigue detection based on voice information,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect A rapid, non-invasive method for fatigue detection based on voice information,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:14.187841Z

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Observation 12bddfc9-70cc-40f0-85af-f58178bd9e96 · outbound

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

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Community-supported shared infrastructure in support of speech accessibility,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:13.109723Z

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Observation f0c0b9b0-9581-4284-8e1e-e3b254a14563 · outbound

This paper cites A machine-learning based objective measure for ALS disease sever- ity,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect A machine-learning based objective measure for ALS disease sever- ity,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:13.830538Z

Source-reported events for the cited work

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Observation c3a75ec1-8b91-4d17-97df-829d415ef509 · outbound

This paper cites Alzheimer’s dementia recognition through spontaneous speech,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Alzheimer’s dementia recognition through spontaneous speech,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:13.657331Z

Source-reported events for the cited work

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Observation 4684f315-2b59-451a-9fcb-78e60ff3fae3 · outbound

This paper cites Investigating salient representa- tions and label variance in dimensional speech emotion analysis,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Investigating salient representa- tions and label variance in dimensional speech emotion analysis,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:13.454727Z

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Observation d2f8c577-3b85-4d7d-85e3-6a1c1085546e · outbound

This paper cites Wav2Vec2FABundle,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Wav2Vec2FABundle,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:12.545639Z

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Observation 51602170-777d-4214-b626-8c19838cbef3 · outbound

This paper cites EasyCall corpus: a dysarthric speech dataset.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect EasyCall corpus: a dysarthric speech dataset

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:26:10.912252Z

Source-reported events for the cited work

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Observation 1b94e8ed-8c06-4544-91a6-a6cf1b895cdf · outbound

This paper cites RA VDESS is an acted affect dataset with seven categorical emotions: calm, happy, sad, angry, fearful, disgust, surprised.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect RA VDESS is an acted affect dataset with seven categorical emotions: calm, happy, sad, angry, fearful, disgust, surprised

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:18.657018Z

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Observation b8ccce43-db85-4a2c-8656-cbe11408b31a · outbound

This paper cites On the utility of self-supervised models for prosody- related tasks,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect On the utility of self-supervised models for prosody- related tasks,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:13.240741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e98460e-6d39-41ab-8e2b-0ed4e066b4cc · outbound

This paper cites Automatic speech recognition of conversational speech in individuals with disordered speech,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Automatic speech recognition of conversational speech in individuals with disordered speech,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:26:10.592850Z

Source-reported events for the cited work

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Observation 7c0f7eeb-898b-4268-9caa-ad1a69645179 · outbound

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

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:12.949936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3aa47fce-e514-4b01-961f-2736152817d4 · outbound

This paper cites ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self- supervised front-ends, and off-the-shelf models,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self- supervised front-ends, and off-the-shelf models,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:12.700991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 919a007a-4d6c-426b-bc67-d0bef4822cfe · outbound

This paper cites The Ryerson Audio-Visual Database of Emotional Speech and Song (RA VDESS): A dy- namic, multimodal set of facial and vocal expressions in North American English,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect The Ryerson Audio-Visual Database of Emotional Speech and Song (RA VDESS): A dy- namic, multimodal set of facial and vocal expressions in North American English,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:12.286379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93e9c7ae-e010-46ad-ae0c-aa23af5b5149 · outbound

This paper cites A moan of pleasure should be breathy: the effect of voice quality on the meaning of human nonverbal vocalizations,.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect A moan of pleasure should be breathy: the effect of voice quality on the meaning of human nonverbal vocalizations,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:12.057344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a31d87d7-3e35-4ce1-a5d6-9e5437843763 · outbound

This paper cites Investigating the Emergent Audio Classification Ability of ASR Foundation Models.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Investigating the Emergent Audio Classification Ability of ASR Foundation Models

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:26:11.406584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e0a9d126-38a7-4935-9f3d-855568c54d2d · outbound

This paper cites RawNet3 was in- cluded despite its smaller size to evaluate the use of a model trained for speaker ID, which could relate to VQDs as they may be tied to speaker characteristics.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect RawNet3 was in- cluded despite its smaller size to evaluate the use of a model trained for speaker ID, which could relate to VQDs as they may be tied to speaker characteristics

Reference 192

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:18.822237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 53e8e17e-cea2-42f3-9d63-2a0f8fda3291 · outbound

This paper cites Available: https://ncvs.org.

Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect Available: https://ncvs.org

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:26:17.841808Z

Source-reported events for the cited work

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Pith citing papers

Observation 191dbee1-04af-42da-8a30-b484c88c6949 · inbound