Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:37:58.702963Z
Paper Citation Record · LEDGER
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models
As of 23 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2509.00058.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
14 of 14 outbound references displayed
- verified exact2
- verified fuzzy12
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0b751d68-d7ab-49af-ac94-63d7d06131a4 · outbound
This paper cites FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T16:37:59.102286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 23899f8b-f52a-4e2d-964b-8f78d28d370a · outbound
This paper cites The university college london archive of stuttered speech (uclass).
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models The university college london archive of stuttered speech (uclass)
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:38:01.228578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation baac3ac8-f308-4c2b-9a90-d3797241091a · outbound
This paper cites Yolo-stutter: End-to-end region-wise speech dysfluency detection.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Yolo-stutter: End-to-end region-wise speech dysfluency detection
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:38:01.072361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e4c6c6d3-5539-4ad3-82d2-86c65664d588 · outbound
This paper cites Stutter-solver: End-to-end multi-lingual dysfluency detection.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Stutter-solver: End-to-end multi-lingual dysfluency detection
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:38:00.903261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0f442a35-f080-43dc-8277-8bfb0eade109 · outbound
This paper cites Time and tokens: Benchmarking end-to-end speech dysfluency detection, 2024.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Time and tokens: Benchmarking end-to-end speech dysfluency detection, 2024
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:38:00.749415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3c4fa55e-3f28-4512-b26b-3f28d3de3c7f · outbound
This paper cites Unconstrained dysfluency modeling for dysfluent speech transcription and detection.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Unconstrained dysfluency modeling for dysfluent speech transcription and detection
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:38:00.580319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9382ddc1-4243-44cd-a94d-3a7d06a57d3d · outbound
This paper cites Towards hierarchical spoken language disfluency modeling.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Towards hierarchical spoken language disfluency modeling
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:38:00.377840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a446da80-5d99-4b38-8691-6734e77dad88 · outbound
This paper cites Ssdm: Scalable speech dysfluency modeling.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Ssdm: Scalable speech dysfluency modeling
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:38:00.172242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8dc2c2d6-d968-4b41-87f1-0c62f06e49c9 · outbound
This paper cites Automatic detection of articulatory-based disfluencies in primary progressive aphasia.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Automatic detection of articulatory-based disfluencies in primary progressive aphasia
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:37:59.992824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bb61521a-2c40-4abb-8b10-5f9c38bd581f · outbound
This paper cites Seamless dysfluent speech text alignment for disordered speech analysis.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Seamless dysfluent speech text alignment for disordered speech analysis
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:37:59.798078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6c4dd716-597c-4c50-9bf0-7123d5da3838 · outbound
This paper cites LCS-CTC: Leveraging Soft Alignments to Enhance Phonetic Transcription Robustness.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models LCS-CTC: Leveraging Soft Alignments to Enhance Phonetic Transcription Robustness
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T16:37:58.904197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1721b4fe-4e5a-44ea-aa15-d0c25734f809 · outbound
This paper cites Dysfluent wfst: A framework for zero-shot speech dysfluency transcription and detection.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Dysfluent wfst: A framework for zero-shot speech dysfluency transcription and detection
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:37:59.650249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 53a4ba19-875e-40f4-b889-86da7ba0effc · outbound
This paper cites Analysis and evaluation of synthetic data generation in speech dysfluency detection.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Analysis and evaluation of synthetic data generation in speech dysfluency detection
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:37:59.443717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2b85cc62-0c6c-4c78-a09e-7fd9bcff21e8 · outbound
This paper cites Fluency bank: A new resource for fluency research and practice.
A Comparative Study of Controllability, Explainability, and Performance in Dysfluency Detection Models Fluency bank: A new resource for fluency research and practice
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:37:59.245450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.