Paper Citation Record · LEDGER

Clinical Annotations for Automatic Stuttering Severity Assessment

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 2 inbound Pith citation observations for arXiv:2506.00644.

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

pith.paper-citation-record.v1
2506.00644 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:04:37.642113Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:04:34.835896Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T06:05:35.308391Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy30
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fc46e50b-a88a-4fbc-9866-80f9937874b8 · outbound

This paper cites loss of control.

Clinical Annotations for Automatic Stuttering Severity Assessment loss of control

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.941125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41ebcfcc-0f74-4e63-9f48-76cf79f5deb8 · outbound

This paper cites Clinical Annotations for Automatic Stuttering Severity Assessment.

Clinical Annotations for Automatic Stuttering Severity Assessment Clinical Annotations for Automatic Stuttering Severity Assessment

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:34.835896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d188fbe4-23ec-4dc3-a524-2c1e3e27e6e5 · outbound

This paper cites The combination of these quantitative behavioral measures (i.e., frequency, dura- tion, and severity of secondary behaviors) is used to determine stuttering severity [5, 13].

Clinical Annotations for Automatic Stuttering Severity Assessment The combination of these quantitative behavioral measures (i.e., frequency, dura- tion, and severity of secondary behaviors) is used to determine stuttering severity [5, 13]

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.878620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f332909b-79ba-4995-ae6d-fe8e56286fd2 · outbound

This paper cites disagreement.

Clinical Annotations for Automatic Stuttering Severity Assessment disagreement

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.766608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ff45c015-af9c-4152-9681-2096223f5bb8 · outbound

This paper cites We split the clips into 5-second segments with a 2-second overlap window.

Clinical Annotations for Automatic Stuttering Severity Assessment We split the clips into 5-second segments with a 2-second overlap window

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.715544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d7dcde7-a4d8-44cf-9d84-b2e15840c574 · outbound

This paper cites Our analysis and baseline results illustrate the complexity of the task that necessitates further investigations.

Clinical Annotations for Automatic Stuttering Severity Assessment Our analysis and baseline results illustrate the complexity of the task that necessitates further investigations

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.672029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 69a7d047-335b-4747-8bcd-c2dffbdcd117 · outbound

This paper cites Understanding the speaker’s experience of stuttering can improve stuttering therapy,.

Clinical Annotations for Automatic Stuttering Severity Assessment Understanding the speaker’s experience of stuttering can improve stuttering therapy,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.219014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 71bcc85a-9ddf-4d46-9c2f-996d5b08332a · outbound

This paper cites an unresolved cited work.

Clinical Annotations for Automatic Stuttering Severity Assessment Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:39.625570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22f4385d-0c0c-459f-b807-278005eae234 · outbound

This paper cites Bloodstein, N.

Clinical Annotations for Automatic Stuttering Severity Assessment Bloodstein, N

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.562854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7281859f-e55f-4a64-bae3-dc8b4032d8c0 · outbound

This paper cites Epidemiology of stuttering: 21st cen- tury advances,.

Clinical Annotations for Automatic Stuttering Severity Assessment Epidemiology of stuttering: 21st cen- tury advances,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.491736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c0ecc60-c7db-4c52-a549-771e46ddbc57 · outbound

This paper cites Application of the icf in fluency disorders,.

Clinical Annotations for Automatic Stuttering Severity Assessment Application of the icf in fluency disorders,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.422897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35a076d1-1f8f-4656-88ae-3af67fd5c7e8 · outbound

This paper cites Guitar,Stuttering: An integrated approach to its nature and treatment.

Clinical Annotations for Automatic Stuttering Severity Assessment Guitar,Stuttering: An integrated approach to its nature and treatment

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.361927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fdde94d1-2acd-4928-a9d6-c2183abca28e · outbound

This paper cites Long-term consequences of child- hood bullying in adults who stutter: Social anxiety, fear of nega- tive evaluation, self-esteem, and satisfaction with life,.

Clinical Annotations for Automatic Stuttering Severity Assessment Long-term consequences of child- hood bullying in adults who stutter: Social anxiety, fear of nega- tive evaluation, self-esteem, and satisfaction with life,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.291337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f20652ce-2b42-4f11-bbb1-cf7c3e444bef · outbound

This paper cites Event-and interval-based measurement of stuttering: a review,.

Clinical Annotations for Automatic Stuttering Severity Assessment Event-and interval-based measurement of stuttering: a review,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.759425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ba6e86c-7480-4337-82aa-34ecda4a84ee · outbound

This paper cites The impact of stuttering on the quality of life in adults who stutter,.

Clinical Annotations for Automatic Stuttering Severity Assessment The impact of stuttering on the quality of life in adults who stutter,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.148197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 382eb21c-baed-49ab-b950-cf982da9f024 · outbound

This paper cites Stuttering and the international classification of functioning, disability, and health (icf): An up- date,.

Clinical Annotations for Automatic Stuttering Severity Assessment Stuttering and the international classification of functioning, disability, and health (icf): An up- date,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.072971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26b750b7-6c27-4e69-a9c0-b2b839377560 · outbound

This paper cites A comprehensive view of stut- tering: Implications for assessment and treatment,.

Clinical Annotations for Automatic Stuttering Severity Assessment A comprehensive view of stut- tering: Implications for assessment and treatment,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.000978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d19c1a0-3793-4a34-b141-13898f7a7e8b · outbound

This paper cites Yairi and C.

Clinical Annotations for Automatic Stuttering Severity Assessment Yairi and C

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.930428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08048385-666b-44a8-8807-6d9c2b28d1d5 · outbound

This paper cites Development of assessment tools to evaluate adults with fluency disorders,.

Clinical Annotations for Automatic Stuttering Severity Assessment Development of assessment tools to evaluate adults with fluency disorders,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.877334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fb7db0a0-bae8-4cde-b712-76413b6744c2 · outbound

This paper cites Riley and K.

Clinical Annotations for Automatic Stuttering Severity Assessment Riley and K

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.823886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 870cf3e3-6477-439b-ab28-f5b2d89daf50 · outbound

This paper cites an unresolved cited work.

Clinical Annotations for Automatic Stuttering Severity Assessment Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:38.345251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9d32188-334d-48c1-9080-2affd334b662 · outbound

This paper cites Fluency bank: A new resource for fluency research and practice,.

Clinical Annotations for Automatic Stuttering Severity Assessment Fluency bank: A new resource for fluency research and practice,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.688569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9165384-8c22-43f0-841f-c58ec2f54a01 · outbound

This paper cites Stuttering moments.

Clinical Annotations for Automatic Stuttering Severity Assessment Stuttering moments

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:39.808749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7965a2da-efa5-4059-baed-e76073d4d456 · outbound

This paper cites SEP-28k: A Dataset for Stuttering Event Detection From Podcasts With People Who Stutter.

Clinical Annotations for Automatic Stuttering Severity Assessment SEP-28k: A Dataset for Stuttering Event Detection From Podcasts With People Who Stutter

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:36.242603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 427f5389-b5d3-4ba1-b9d2-4aa40e6aeb93 · outbound

This paper cites Identification of primary and collateral tracks in stuttered speech,.

Clinical Annotations for Automatic Stuttering Severity Assessment Identification of primary and collateral tracks in stuttered speech,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.615114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c41e27a-2231-4f8d-8ff7-c0d2644abd36 · outbound

This paper cites The uclass archive of stut- tered speech.

Clinical Annotations for Automatic Stuttering Severity Assessment The uclass archive of stut- tered speech

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.542957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a08a5c2-2633-43a7-8317-5a9d21e12a71 · outbound

This paper cites Fluentnet: End-to- end detection of stuttered speech disfluencies with deep learning,.

Clinical Annotations for Automatic Stuttering Severity Assessment Fluentnet: End-to- end detection of stuttered speech disfluencies with deep learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.480960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0a5b3dbc-69bc-479f-8706-50d6d11c21ce · outbound

This paper cites Ksof: The kassel state of fluency dataset – a therapy centered dataset of stuttering,.

Clinical Annotations for Automatic Stuttering Severity Assessment Ksof: The kassel state of fluency dataset – a therapy centered dataset of stuttering,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.409846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35e83923-c465-4222-b132-4c8bbe2a63d9 · outbound

This paper cites A longitudinal study of stuttering in children: A preliminary report,.

Clinical Annotations for Automatic Stuttering Severity Assessment A longitudinal study of stuttering in children: A preliminary report,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.313713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f0039b2-d760-45dd-85b6-c4ade40f9ec3 · outbound

This paper cites The lexicon of stutter- ing,.

Clinical Annotations for Automatic Stuttering Severity Assessment The lexicon of stutter- ing,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.253810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a68389a-52b2-460d-b2f1-18b84d4844f5 · outbound

This paper cites The lidcombe behav- ioral data language of stuttering,.

Clinical Annotations for Automatic Stuttering Severity Assessment The lidcombe behav- ioral data language of stuttering,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.180718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a1081cf9-7698-4f1e-b160-62a73d2cff46 · outbound

This paper cites Elan: A professional framework for multimodality research,.

Clinical Annotations for Automatic Stuttering Severity Assessment Elan: A professional framework for multimodality research,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:37.555195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c54ac02-81f6-4025-9020-f40e0e797159 · outbound

This paper cites Characteristics of stuttering-like disfluencies in dutch-speaking children,.

Clinical Annotations for Automatic Stuttering Severity Assessment Characteristics of stuttering-like disfluencies in dutch-speaking children,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.097644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1262b7a2-8db5-4c13-9830-bf51d2ce8e2a · outbound

This paper cites Measuring annotator agreement generally across complex structured, multi-object, and free-text annotation tasks,.

Clinical Annotations for Automatic Stuttering Severity Assessment Measuring annotator agreement generally across complex structured, multi-object, and free-text annotation tasks,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:37.618467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2538ed8a-e433-4496-8c9a-cd8a5221c692 · outbound

This paper cites A general model for aggregating annotations across simple, complex, and multi-object annotation tasks,.

Clinical Annotations for Automatic Stuttering Severity Assessment A general model for aggregating annotations across simple, complex, and multi-object annotation tasks,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:38.033705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d884c222-7b7f-49e3-b64b-3d0277a9c637 · outbound

This paper cites Metrics for polyphonic sound event detection,.

Clinical Annotations for Automatic Stuttering Severity Assessment Metrics for polyphonic sound event detection,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:37.966077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e8ab6f2-2887-43e6-bcde-03e696df4de0 · outbound

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

Clinical Annotations for Automatic Stuttering Severity Assessment wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:37.636702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 627bb261-cb52-48a1-9f1b-ac8a6b89ec4e · outbound

This paper cites Vivit: A video vision transformer,.

Clinical Annotations for Automatic Stuttering Severity Assessment Vivit: A video vision transformer,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:37.642113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 41ebcfcc-0f74-4e63-9f48-76cf79f5deb8 · inbound