Pith. sign in

Paper Citation Record · LEDGER

The Interspeech 2025 Speech Accessibility Project Challenge

As of 20 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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:11.513120Z digest=sha256:bdb25d80ef4ac418928a86ffae94863a379730429ae617e8a3ffb4e3254ba32f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:11.593732Z digest=sha256:9286062086f4214639847cacefa3e77021f5aa285005f68e29cb25fb9d23159f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:11.665639Z digest=sha256:54d843aa63bd1f98d23c00c2493eb542edccf3cc70d28fdfcd0b8c2522603e3e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:11.737961Z digest=sha256:5f8b639da354206d16cbd190547bdd49ffbe8587d7549ddc95a3300f7f5698dd

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:11.792290Z digest=sha256:4805efaedc98a10e701ab8fc4945fa50a6561f633b6f3a224891be267330cd4b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:11.868585Z digest=sha256:863fab818349b4fea014dcce39e8aa8eff7bb6c583eada12f7ff81acba5f5b04

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:11.930750Z digest=sha256:883567e98acc238fdfa1a03bed5143f22659b4a81b302ef0a5371a25bfebebdc

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=sha256:2d04e04b417ef4a023666e732ab5cda7469f204bae4e26e61cfc1c982e412547

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:12.106873Z digest=sha256:7308256bcbf775b3489970b02ec823ed155d7be5d4488c7c8803379924c0416e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:12.161731Z digest=sha256:ccf0a218025bcbea9e56fce2e452ab5cd890b99dd38bb50f038b77a0ba8513b6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:12.257410Z digest=sha256:8813c6a666d95c0b187a4d6e1f8a35290abd8f4d2820e262364a505f97ffab3c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:12.357905Z digest=sha256:11984b75989d5bb5cffc73f28be8f893c372468d1c59606a02624dc90d8fdd3f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:12.425699Z digest=sha256:755057021e29525e780737ae7b493160eac55a02f223762759c548c696bf2c87

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:12.516886Z digest=sha256:f25b9cca5502060d142d94fdab4ccceb3c8756e056358698ee0b4738e1aef48a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:12.587147Z digest=sha256:32a14174dfc49ea47555a2ebdb530af43ec4e247e630d3575af9d5dc11dd4f82

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:12.670099Z digest=sha256:521d5e7b7400292d32380f1e34f5939b9b9ab303f40447497d65c1ba72912a78

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=sha256:2e85b29b30ca2dc703e6b530cb959d015e8efb3c8872a14d8a8b9369ff6bc38a

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:dbc8b418d1f69feb05cddce46e73ebeba9b664691273df55afb1e1c07c5a134a

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=sha256:2db5c97e96bdbdefc24f85df3115be47960171b7a454a040735649acdbf07274

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:12.960157Z digest=sha256:c5040307dd2577b8c2e5518440274abaa59fb2dda41714a48cfb1436dd788571

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:13.034354Z digest=sha256:30e32815c1e8a8f0a390dcd4af73e957e9f2bd3dd1cb1a3ba09a3f283d98622a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:09:11.593732Z digest=sha256:9286062086f4214639847cacefa3e77021f5aa285005f68e29cb25fb9d23159f