Paper Citation Record · LEDGER

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM

As of 18 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2411.09479.

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

pith.paper-citation-record.v1
2411.09479 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:38:27.324368Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:21:54.233333Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:21:56.719978Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy36
unresolved3
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a41a0a1-a3c5-4813-847f-1bd6e3038234 · outbound

This paper cites For individuals who stutter, stuttering not only impacts their social functioning but also has negative effects on their mental health.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM For individuals who stutter, stuttering not only impacts their social functioning but also has negative effects on their mental health

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.892535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5a6651f8-cea4-4aa5-850a-4d9971a39a61 · outbound

This paper cites Stuttering is a neurodevelopmental spe ech disorder that not only affects the acoustic properties of speech but also impacts the overall fluency of speech.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Stuttering is a neurodevelopmental spe ech disorder that not only affects the acoustic properties of speech but also impacts the overall fluency of speech

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.823152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 90ea41ef-37eb-4c34-ac25-d191fed107a4 · outbound

This paper cites The AS -70 dataset comprises recordings of adults who stutter (AWS) and native Mandarin speakers.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM The AS -70 dataset comprises recordings of adults who stutter (AWS) and native Mandarin speakers

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.612293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a6cc0cc0-c771-4a5e-90ef-935319d37803 · outbound

This paper cites Baseline model In this paper, we utilized the Conformer encoder [28] as the baseline model.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Baseline model In this paper, we utilized the Conformer encoder [28] as the baseline model

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.591934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bcb312bb-e06e-4a8f-9e69-65137d3686d7 · outbound

This paper cites Ours" refers to the results submitted in the competition, while.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Ours" refers to the results submitted in the competition, while

Reference 5

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T20:38:29.502984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation feddef9b-e9b8-4076-95fe-4d449ba1eb0b · outbound

This paper cites an unresolved cited work.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:38:29.368489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 266a61af-1f47-49b5-9bc6-862f672a34f5 · outbound

This paper cites If a paper is accepted, the final camera -ready version can (and probably should) include acknowledgments.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM If a paper is accepted, the final camera -ready version can (and probably should) include acknowledgments

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.347035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 09d2b0fb-74a6-4d83-b485-c4dbe5398a4d · outbound

This paper cites Automatic segmentation and classification of dysfluencies in stuttering speech,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Automatic segmentation and classification of dysfluencies in stuttering speech,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.885719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 579bbfa4-23d9-4bfa-a7f8-1e5da865d3f5 · outbound

This paper cites AS-70: A Mandarin stuttered speech dataset for automatic speech recognition and stuttering event detection.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM AS-70: A Mandarin stuttered speech dataset for automatic speech recognition and stuttering event detection

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.325822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2eaddc77-4e33-492c-a102-79f4c40baebd · outbound

This paper cites Stuttering Detection Using Atrous Convolutional Neural Networks,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Stuttering Detection Using Atrous Convolutional Neural Networks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.305888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 610e7a5c-f0cb-4c00-a75d-4606d94d05be · outbound

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

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Guitar, Stuttering: An integrated approach to its nature and treatment

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.147918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 185b1d4a-12a3-4f18-9020-ad1cffb8b793 · outbound

This paper cites Subjective screening of stuttering severity, locus of control and avoidance: Research edition,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Subjective screening of stuttering severity, locus of control and avoidance: Research edition,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.037071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 491ec768-a452-46da-b2d5-66e306a1b562 · outbound

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

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Fluentnet: End- to-end detection of stuttered speech disfluencies with deep learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.946746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d7c3383b-cc7b-4c10-b9aa-0f8a7629e1de · outbound

This paper cites Systematic review of machine learning approaches for detecting developmental stuttering,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Systematic review of machine learning approaches for detecting developmental stuttering,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.924434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8200f488-b487-4b20-bb8c-0fd23afac6ba · outbound

This paper cites Sep-28k: A dataset for stuttering event detection from podcasts with people who stutter,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Sep-28k: A dataset for stuttering event detection from podcasts with people who stutter,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.905470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3e64edec-cc88-44f5-a545-605b459aaf99 · outbound

This paper cites Detecting multiple speech disfluencies using a deep residual network with bidirectional long short -term memory,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Detecting multiple speech disfluencies using a deep residual network with bidirectional long short -term memory,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.371071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2483f17d-b09f-4db3-a829-edaa6d1c02be · outbound

This paper cites Speech disorder recognition using MFCC,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Speech disorder recognition using MFCC,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.860107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bf6df0db-eb2d-457c-88ef-52c546a3ff99 · outbound

This paper cites Wisniewski et al.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Wisniewski et al

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:29.798802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 83d1c50d-edb4-4394-8106-b2e1d91d8929 · outbound

This paper cites Automatic detection of prolongations and repetitions using LPCC,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Automatic detection of prolongations and repetitions using LPCC,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.745304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f426330e-4bcb-44ab-8a06-57dc3d4bd8ad · outbound

This paper cites Repetition detection in stuttered spee ch,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Repetition detection in stuttered spee ch,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.650875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 267e2dcb-51cd-4a16-b48d-409c8196dd58 · outbound

This paper cites Recognition of repetition and prolongation in stuttered speech using ANN,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Recognition of repetition and prolongation in stuttered speech using ANN,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.628800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5e69ab84-96fd-4f2a-a001-986e31ee4663 · outbound

This paper cites Gaussian mixture model based classification o f stuttering dysfluencies,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Gaussian mixture model based classification o f stuttering dysfluencies,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.596435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dedf9cba-390d-4229-8187-895b2d69efa9 · outbound

This paper cites Recognition and classification of pauses in stuttered speech using acoustic features,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Recognition and classification of pauses in stuttered speech using acoustic features,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.458597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6dba9f09-6b34-4080-b5c4-bd47eb037ce3 · outbound

This paper cites Detecting dysfluencies in stuttering therapy using wav2vec 2.0,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Detecting dysfluencies in stuttering therapy using wav2vec 2.0,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T20:38:27.097478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6032eb22-0e78-43d8-8e70-0417ea750616 · outbound

This paper cites Intelligent processing of stuttered speech,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Intelligent processing of stuttered speech,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.350907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 139a2b2e-9516-4a65-8c85-11ddac4b5069 · outbound

This paper cites Classification of stuttering events using i -vector,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Classification of stuttering events using i -vector,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.329038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 51ece9f4-61f7-4358-96c1-541927ac3653 · outbound

This paper cites Automatic detection of stuttering in a speech,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Automatic detection of stuttering in a speech,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.293380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ab7507bd-a2f0-49a9-9bf6-383cd801d1b9 · outbound

This paper cites Speech feature extraction and classification: A comparative review,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Speech feature extraction and classification: A comparative review,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.143992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aaae738f-794f-47bc-9396-aa875170692b · outbound

This paper cites Dysfluency classifi cation in stuttered speech using deep learning for real -time applications,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Dysfluency classifi cation in stuttered speech using deep learning for real -time applications,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.123134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation de61acf0-d549-42c7-9070-002f362cf18c · outbound

This paper cites Stutternet: Stuttering detection using time delay neural network,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Stutternet: Stuttering detection using time delay neural network,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.104615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0b811dcf-9b96-4f38-9c3e-314daafb3f04 · outbound

This paper cites Application of Malay speech techn ology in Malay speech therapy assistance tools,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Application of Malay speech techn ology in Malay speech therapy assistance tools,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.081451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a68e016e-29eb-4de2-8b4b-783d49582012 · outbound

This paper cites A lightly supervised approach to detect stuttering in children’s speech,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM A lightly supervised approach to detect stuttering in children’s speech,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:28.051128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 640888b8-483c-4299-96fd-dcb11994341e · outbound

This paper cites Detecting stuttering events in transcripts of children’s speech,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Detecting stuttering events in transcripts of children’s speech,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:27.816257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 443654ea-8b0f-43eb-a444-4b708b8f9a14 · outbound

This paper cites Using Clinician Annotations to Improve Automatic Speech Recognition of Stuttered Speech.,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Using Clinician Annotations to Improve Automatic Speech Recognition of Stuttered Speech.,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:27.796593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b8393deb-93aa-41cd-9ffd-63f6f51aeb8d · outbound

This paper cites Speech disfluency detection with contextual representation and data distillation,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Speech disfluency detection with contextual representation and data distillation,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:27.690057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cfab2fda-ac46-43bf-980d-589f7f3de15c · outbound

This paper cites Conformer: Convolution-augmented Transformer for Speech Recognition.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Conformer: Convolution-augmented Transformer for Speech Recognition

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T20:38:27.297576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de06e2b2-e525-4aa5-899a-072ec6b2a850 · outbound

This paper cites WeNet 2.0: More Productive End -to-End Speech Recognition Toolkit.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM WeNet 2.0: More Productive End -to-End Speech Recognition Toolkit

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:27.640378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 81553cb1-8ed3-431c-a599-66fe174f9766 · outbound

This paper cites Machine learning for stuttering identification: Review, challenges and future directions,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM Machine learning for stuttering identification: Review, challenges and future directions,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:27.619789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 48024466-7e9e-4dbf-9230-c3b37f174e92 · outbound

This paper cites From user perceptions to technical improvement: Enabling people who stutter to better use speech recognition,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM From user perceptions to technical improvement: Enabling people who stutter to better use speech recognition,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:27.600453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f5dd9306-894a-4bd7-8bb8-a6f3d011d060 · outbound

This paper cites The influence of dataset partitioning on dysfluency detection systems,.

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM The influence of dataset partitioning on dysfluency detection systems,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:38:27.575380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 5b76ea21-dd3f-49a9-8b87-edbca8a24e0b · inbound

Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection cites this paper.

Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection An End-To-End Stuttering Detection Method Based On Conformer And BILSTM

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:21:56.775542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.