Pith. sign in

Paper Citation Record · LEDGER

The Interspeech 2025 Speech Accessibility Project Challenge

As of 14 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2507.22047.

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

pith.paper-citation-record.v1
2507.22047 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:09:13.034354Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:09:11.593732Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T12:09:13.719633Z

Reference resolution

21 of 21 outbound references displayed

  • verified exact2
  • verified fuzzy11
  • unresolved6
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da07f797-9668-4b44-8bbd-4d6df63e97a9 · outbound

This paper cites an unresolved cited work.

The Interspeech 2025 Speech Accessibility Project Challenge Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:16.487037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:11.513120Z digest=sha256:4939da1f134059378763b84645e2123049565bc781c035c8b23596e269a542f4

Observation b18fb22f-ec6d-4939-9e22-162092edd80c · outbound

This paper cites The Interspeech 2025 Speech Accessibility Project Challenge.

The Interspeech 2025 Speech Accessibility Project Challenge The Interspeech 2025 Speech Accessibility Project Challenge

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:09:13.822745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:11.593732Z digest=sha256:a6a068d9e11395f9701aaf2df721952c9341d9edd7edcbd468061e07e08576e7

Observation 96c89cc4-2061-4aa5-b3af-c0c2e881e86d · outbound

This paper cites an unresolved cited work.

The Interspeech 2025 Speech Accessibility Project Challenge Unresolved cited work

Reference 3

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T12:09:16.271185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:11.665639Z digest=sha256:b8b87c190d83b1fa690765a0354841d62c4e4df368cdc1cdea2f1443763c3929

Observation 7e5a0f73-ee3c-439c-929e-46a4ab31d783 · outbound

This paper cites an unresolved cited work.

The Interspeech 2025 Speech Accessibility Project Challenge Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:09:16.047506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:11.737961Z digest=sha256:a97d4fe18d33c2dd711685cddcff38172cb854f90cf4694931bb923f59ac8c68

Observation 5580c086-7c6a-4f9d-ab3a-9144d23bd973 · outbound

This paper cites This research was supported in part by the Illi- nois Computes project which is supported by the University of Illinois Urbana-Champaign.

The Interspeech 2025 Speech Accessibility Project Challenge This research was supported in part by the Illi- nois Computes project which is supported by the University of Illinois Urbana-Champaign

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:15.862981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:11.792290Z digest=sha256:d681ecf6673c6aae6be106feaff43d38c5b77dfe19f30485961906a2adfd9f21

Observation b0c8a9cf-c745-4dc4-8cc2-40e4e0cabab1 · outbound

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

The Interspeech 2025 Speech Accessibility Project Challenge Community-supported shared infrastructure in support of speech accessibility,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:15.635756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:11.868585Z digest=sha256:c02c6bf22b8f55ea315fa0e1d80598f60489cda9228e20cba6fb012de33a908c

Observation 1e7903eb-6568-4095-a426-7948d7d2af0b · outbound

This paper cites Dysarthric speech database for universal access research,.

The Interspeech 2025 Speech Accessibility Project Challenge Dysarthric speech database for universal access research,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:15.489183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:11.930750Z digest=sha256:62774d1c5dbe3d3da186a20a5f1e8930cddce540431efa853b76de45dcb91fab

Observation 76028cc1-6da1-4f88-97c9-15e828c27e34 · outbound

This paper cites EvalAI: Towards Better Evaluation Systems for AI Agents.

The Interspeech 2025 Speech Accessibility Project Challenge EvalAI: Towards Better Evaluation Systems for AI Agents

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:12.029917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:12.029917Z digest=sha256:ac0015e5533d39336db83c9816c9f9ac2eab078557e97dd9e785ad02c8d223da

Observation bc723fca-dfcb-4950-ad2f-ed5fed2d6ec3 · outbound

This paper cites Differential di- agnostic patterns of dysarthria,.

The Interspeech 2025 Speech Accessibility Project Challenge Differential di- agnostic patterns of dysarthria,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:15.323742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:12.106873Z digest=sha256:70c3b2bc528aac52e1b470e447b970893dd2ca79060b5d6e08273a8980f53080

Observation 8ef5d0c7-3a92-4ea7-a72c-11c5f6643e57 · outbound

This paper cites Speech breathing in parkinson’s disease,.

The Interspeech 2025 Speech Accessibility Project Challenge Speech breathing in parkinson’s disease,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:15.153733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:12.161731Z digest=sha256:6c1dc66157ba63033e790ae46e26b2c5895bb40c99684dc882c81c30b2266e73

Observation 132956ca-dd9e-402b-bfd9-c74db92cea50 · outbound

This paper cites Comparison of two forms of intensive speech treatment for parkinson disease,.

The Interspeech 2025 Speech Accessibility Project Challenge Comparison of two forms of intensive speech treatment for parkinson disease,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:15.031999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:12.257410Z digest=sha256:9d0e51095dce56397ed69424c2a4083efad61b04c7bd40a42a8e2bfa661bc4e2

Observation aad1dd0c-ac40-4ad2-808e-5181070217a1 · outbound

This paper cites Monitoring and self-repair in speech,.

The Interspeech 2025 Speech Accessibility Project Challenge Monitoring and self-repair in speech,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:14.855708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:12.357905Z digest=sha256:eefc58175bd3217b4af3e82969361035ba3515f38b06e716792563936fd1235d

Observation e20d826d-fbf7-44f7-8d55-57e91102c4a1 · outbound

This paper cites The use of prosody in highlighting alter- ations in repairs from unrestricted speech,.

The Interspeech 2025 Speech Accessibility Project Challenge The use of prosody in highlighting alter- ations in repairs from unrestricted speech,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:14.659183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:12.425699Z digest=sha256:37f59a034b20d948000d1c9c4517bf054171b65c78123d7a97aff2b14448dc77

Observation 6feb39a1-6894-43ad-86f7-97d5ef061cb0 · outbound

This paper cites NeMo (Inverse) Text Normalization: From Development to Production,.

The Interspeech 2025 Speech Accessibility Project Challenge NeMo (Inverse) Text Normalization: From Development to Production,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:14.451241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:12.516886Z digest=sha256:c60e9a78003f7ea9d0c6e7c09c1e47c8808b6e9763899979d74ebf1671dacbaa

Observation d2dff1b8-0f28-4fa4-ace7-9fb02a5dc642 · outbound

This paper cites Aligning asr evaluation with human and llm judgments: Intelligibility met- rics using phonetic, semantic, and nli approaches,.

The Interspeech 2025 Speech Accessibility Project Challenge Aligning asr evaluation with human and llm judgments: Intelligibility met- rics using phonetic, semantic, and nli approaches,

Reference 15

Resolution
verified exact
raw_fallback, observed 2026-08-06T12:09:13.621253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:12.587147Z digest=sha256:56827191a1d135d1ca2f907c41e2e7c0f42baf17e6c3ce68832e93b306201576

Observation 47e54028-1762-493a-bd59-eac6dee81435 · outbound

This paper cites Menli: Robust evaluation metrics from natural language inference,.

The Interspeech 2025 Speech Accessibility Project Challenge Menli: Robust evaluation metrics from natural language inference,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:14.251714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:12.670099Z digest=sha256:058c120633269dd37efee5bc7630e7a4cf60daac4df8c4344b798cfef5c8f8f2

Observation d8c93f9c-a04b-4e25-af41-4fbd521f7963 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

The Interspeech 2025 Speech Accessibility Project Challenge BERTScore: Evaluating Text Generation with BERT

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:12.761420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:12.761420Z digest=sha256:75493c94e2504cd9414984318c01aec2bf4c6776673422a76a2c30309e5333ec

Observation 174c01f1-0840-495f-8570-1ed312849db6 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

The Interspeech 2025 Speech Accessibility Project Challenge RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:12.837590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:12.837590Z digest=sha256:d10b54dc271ccc29d0058e9c1e4ebe86ce84d981dcfa5227bc113d0c89a029a3

Observation 448941e2-6823-49c6-bd12-5e4f6e88ab42 · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

The Interspeech 2025 Speech Accessibility Project Challenge Robust speech recognition via large-scale weak supervision,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T12:09:12.888912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:09:12.888912Z digest=sha256:73652e7661cdabde1a3943e9e9f5f0818d1468c22e0bb6293d1770e0f3283e0c

Observation 191b196d-6102-45b4-af64-b06cdad9e7aa · outbound

This paper cites Contextnet: Improving convolutional neural networks for automatic speech recognition with global context,.

The Interspeech 2025 Speech Accessibility Project Challenge Contextnet: Improving convolutional neural networks for automatic speech recognition with global context,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:09:14.039717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:12.960157Z digest=sha256:968427a94499fbd630342f6d1ccc96e6830f5bbf7514b97cbaffe5cfdb4c8236

Observation f0017b8a-b4d2-46de-ba37-83ae36bbc782 · outbound

This paper cites ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context.

The Interspeech 2025 Speech Accessibility Project Challenge ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context

Reference 2020

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T12:09:13.207358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:13.034354Z digest=sha256:4df6dbe44a2798a94e06bf785317c7d8388680ae9301ff8ca70f2f541618a50f

Pith citing papers

Observation b18fb22f-ec6d-4939-9e22-162092edd80c · inbound

The Interspeech 2025 Speech Accessibility Project Challenge cites this paper.

The Interspeech 2025 Speech Accessibility Project Challenge The Interspeech 2025 Speech Accessibility Project Challenge

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:09:13.822745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T12:09:11.593732Z digest=sha256:a6a068d9e11395f9701aaf2df721952c9341d9edd7edcbd468061e07e08576e7