Paper Citation Record · LEDGER

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis

As of 22 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2506.12073.

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

pith.paper-citation-record.v1
2506.12073 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:45:09.010258Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:45:08.923631Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T10:45:09.075130Z

Reference resolution

46 of 46 outbound references displayed

verified exact2
verified fuzzy28
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0626fe6b-8ebf-4dac-a866-b5c548728cd0 · outbound

This paper cites Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:45:09.077476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5aeb66e8-2053-4d50-9cfb-f1574426a8e0 · outbound

This paper cites an unresolved cited work.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:45:09.399362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 148e33da-6b8b-4cbe-a024-20b0f689f2b5 · outbound

This paper cites Dataset (1) VCTK [19]:it includes 109 native English speakers with accented speech.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Dataset (1) VCTK [19]:it includes 109 native English speakers with accented speech

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.385574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cecf35da-21e8-4a27-a723-87dd0f154e9d · outbound

This paper cites an unresolved cited work.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:45:09.379062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 984bc769-3a80-4875-a56f-f402c2b411e4 · outbound

This paper cites an unresolved cited work.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.935436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee6b3803-d98a-488f-8356-8ee8afb308da · outbound

This paper cites SSDM 2.0: Time-Accurate Speech Rich Transcription with Non-Fluencies.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis SSDM 2.0: Time-Accurate Speech Rich Transcription with Non-Fluencies

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.947796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3d7d71a-5a08-4599-b35f-6ec842ea5e00 · outbound

This paper cites Unconstrained dysfluency modeling for dysfluent speech transcription and de- tection,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Unconstrained dysfluency modeling for dysfluent speech transcription and de- tection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.368453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2297a862-dc55-4cca-a3fb-ea3448247f59 · outbound

This paper cites Towards hierarchical spoken lan- guage disfluency modeling,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Towards hierarchical spoken lan- guage disfluency modeling,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.360997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cacd5227-e424-438d-8a1c-eaca5181e99d · outbound

This paper cites Pattern search in dysfluent speech,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Pattern search in dysfluent speech,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.353235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 897b72d4-502b-4a56-b00c-ee62e9c358fc · outbound

This paper cites Weakly-supervised forced alignment of disfluent speech using phoneme-level modeling,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Weakly-supervised forced alignment of disfluent speech using phoneme-level modeling,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.345831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a1a8b990-31fc-4807-981e-693cd0d81d33 · outbound

This paper cites Ssdm: Scalable speech dysfluency modeling,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Ssdm: Scalable speech dysfluency modeling,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.339239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb288181-9245-469f-a209-01436460b5fa · outbound

This paper cites Articulatory representation learning via joint factor analysis and neural matrix factorization,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Articulatory representation learning via joint factor analysis and neural matrix factorization,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.307552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6dcc0924-71d2-4e5a-853b-8405f46c09ec · outbound

This paper cites Longest common subsequence.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Longest common subsequence

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.332597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation efb3a4e1-37d0-474a-9fca-48ac3f206657 · outbound

This paper cites Yolo-stutter: End-to-end region-wise speech dys- fluency detection,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Yolo-stutter: End-to-end region-wise speech dys- fluency detection,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.326166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e90c0406-9864-43e4-8999-2362051369a9 · outbound

This paper cites Stutter-solver: End-to-end multi-lingual dysfluency detection,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Stutter-solver: End-to-end multi-lingual dysfluency detection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.319747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d249e89d-5615-4004-8040-f1efd329f23a · outbound

This paper cites Montreal forced aligner: Trainable text-speech align- ment using kaldi.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Montreal forced aligner: Trainable text-speech align- ment using kaldi

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.955698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76a04c93-4106-43da-ba70-05350a97d860 · outbound

This paper cites Time and Tokens: Benchmarking End-to-End Speech Dysfluency Detection.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Time and Tokens: Benchmarking End-to-End Speech Dysfluency Detection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.957472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c29495d3-80c5-4286-80fe-c92cf3dd7809 · outbound

This paper cites Coding speech through vocal tract kinematics,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Coding speech through vocal tract kinematics,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.971347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 547327a3-b299-413b-b494-64141f9dcfc0 · outbound

This paper cites Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.961788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2300932d-2901-44bf-bb18-b579508388ea · outbound

This paper cites Deep Speech Synthesis from MRI-Based Articulatory Representations,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Deep Speech Synthesis from MRI-Based Articulatory Representations,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.295520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 52e2970f-b64e-4f19-a991-b6320b6bde47 · outbound

This paper cites SeamlessM4T: Massively Multilingual & Multimodal Machine Translation.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis SeamlessM4T: Massively Multilingual & Multimodal Machine Translation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.965856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbeb41bd-61a8-43af-a5ad-751f7e41c603 · outbound

This paper cites Con- nectionist temporal classification: labelling unsegmented se- quence data with recurrent neural networks,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Con- nectionist temporal classification: labelling unsegmented se- quence data with recurrent neural networks,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.967733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3191cace-e7ba-4dee-888e-8f215dff3ce8 · outbound

This paper cites Bayes risk ctc: Controllable ctc alignment in sequence-to-sequence tasks,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Bayes risk ctc: Controllable ctc alignment in sequence-to-sequence tasks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.283952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca6ca2b3-935e-4395-bbd4-5023973bb370 · outbound

This paper cites Simple and effective zero-shot cross-lingual phoneme recognition,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Simple and effective zero-shot cross-lingual phoneme recognition,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.244028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6eff9d8b-8f8f-4cca-8f82-d3edbe6c95d8 · outbound

This paper cites Cstr vctk corpus: English multi-speaker corpus for cstr voice cloning toolkit (ver- sion 0.92),.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Cstr vctk corpus: English multi-speaker corpus for cstr voice cloning toolkit (ver- sion 0.92),

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.273433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 968b542f-c701-4431-b35b-45bf6cd1512c · outbound

This paper cites Phone-to-audio alignment without text: A semi-supervised approach,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Phone-to-audio alignment without text: A semi-supervised approach,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.266996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 586ccfb6-6ea3-4ab4-9eca-9d758c38cc95 · outbound

This paper cites Scaling speech technology to 1,000+ languages,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Scaling speech technology to 1,000+ languages,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.976753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a17aa570-a850-463b-9b9a-1e253c7692fb · outbound

This paper cites Classification of primary progressive aphasia and its variants,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Classification of primary progressive aphasia and its variants,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.255588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 374045ba-eacf-46c4-b88e-8bbd914a98d7 · outbound

This paper cites Wavlm-ctc-hugginface,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Wavlm-ctc-hugginface,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.249818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 410622eb-695e-4c2d-a3af-e7aa686f2ee0 · outbound

This paper cites Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.114819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0ee89ca0-50cc-4702-b20b-0d4b28e8efca · outbound

This paper cites Univer- sal phone recognition with a multilingual allophone system,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Univer- sal phone recognition with a multilingual allophone system,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.238728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cefef550-a31a-47ff-be01-96cd1ca7f2ff · outbound

This paper cites Algorithms for the longest common subse- quence problem,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Algorithms for the longest common subse- quence problem,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.233042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9ff9bd76-43b1-4728-be1a-233e77fd11ea · outbound

This paper cites Dynamic-programming approach to continuous speech recognition,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Dynamic-programming approach to continuous speech recognition,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.227232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 467e7ca6-bff1-4eac-aee4-4dd4fb92be9e · outbound

This paper cites Cmu phoneme dictionary.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Cmu phoneme dictionary

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.220775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b14e6252-9ac1-4ffb-a330-66a3295a51fa · outbound

This paper cites During inference, we apply greedy decoding on CTC emis- sion matrix.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis During inference, we apply greedy decoding on CTC emis- sion matrix

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.392695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 775cfacd-603d-4f5d-9991-23a4663d2894 · outbound

This paper cites Model card addendum: Claude 3.5 haiku and upgraded claude 3.5 sonnet,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Model card addendum: Claude 3.5 haiku and upgraded claude 3.5 sonnet,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.120436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a6e1e794-3059-437c-a0ff-d49baf82fc2e · outbound

This paper cites Sig- nature verification using a Siamese time delay neural network,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Sig- nature verification using a Siamese time delay neural network,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.108267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c0c9318d-de44-4b0e-8f76-eef335c13d72 · outbound

This paper cites A survey on siamese network: Methodologies, applications, and opportunities,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis A survey on siamese network: Methodologies, applications, and opportunities,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.100947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c28d4c31-242b-4662-aeb8-a4a7a2cd3307 · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.996982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70043c42-3cb1-4895-aa3a-d22d325c62ec · outbound

This paper cites Focal Loss for Dense Object Detection.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Focal Loss for Dense Object Detection

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:08.998933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f75176fb-0637-4f42-9562-e40e8c14bc8b · outbound

This paper cites wav2vec: Unsupervised pre-training for speech recognition,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis wav2vec: Unsupervised pre-training for speech recognition,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.094958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9fe2ddf6-85b1-457b-8806-cdbf218551d5 · outbound

This paper cites The im- pact of allophony versus contrast on speech perception,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis The im- pact of allophony versus contrast on speech perception,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:09.005143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22ef01bf-1df7-4b68-843a-084ac3c553ea · outbound

This paper cites Leveraging allophony in self-supervised speech models for atyp- ical pronunciation assessment,.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Leveraging allophony in self-supervised speech models for atyp- ical pronunciation assessment,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:09.084075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8d8cf98b-09a6-487b-b985-7e888fc4e36e · outbound

This paper cites Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:09.008441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9315c54a-853e-4030-8bff-d6114c017b72 · outbound

This paper cites Dysfluent WFST: A Framework for Zero-Shot Speech Dysfluency Transcription and Detection.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Dysfluent WFST: A Framework for Zero-Shot Speech Dysfluency Transcription and Detection

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:45:09.032558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b41b945c-92e7-4dce-9c77-ab82425a6e3f · outbound

This paper cites wav2vec: Unsupervised Pre-training for Speech Recognition.

Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis wav2vec: Unsupervised Pre-training for Speech Recognition

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:09.003341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0626fe6b-8ebf-4dac-a866-b5c548728cd0 · inbound