Paper Citation Record · LEDGER

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems

As of 16 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 2 inbound Pith citation observations for arXiv:2505.11572.

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

pith.paper-citation-record.v1
2505.11572 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:00:59.321654Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:00:59.263827Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T10:24:22.076360Z

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy7
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99cc254e-3ecf-49a6-bf89-d1972131c542 · outbound

This paper cites However, despite impressive strides in overall accuracy, these systems of- ten exhibit significant performance disparities across diverse demographic groups.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems However, despite impressive strides in overall accuracy, these systems of- ten exhibit significant performance disparities across diverse demographic groups

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:59.533207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9837e751-2b81-4558-acf8-c2f82c2a2d15 · outbound

This paper cites ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:00:59.263827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e9a807f-717c-4a81-8dcb-3f7da1aa56ff · outbound

This paper cites Built with React.js, leveraging an NVIDIA T4 GPU for inference, it of- fers an interactive platform for model submissions, performance analysis, and real-time leaderboard tracking.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems Built with React.js, leveraging an NVIDIA T4 GPU for inference, it of- fers an interactive platform for model submissions, performance analysis, and real-time leaderboard tracking

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:59.517607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2e3559ac-5ebb-4d99-9c85-90dc1ad90d50 · outbound

This paper cites Despite higher 1https://huggingface.co/spaces/satyamr196/ASR-FairBench 2https://github.com/SatyamR196/ASR-FairBench (a) ASR-F AIRBENCHleaderboard (b) Summarized results view.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems Despite higher 1https://huggingface.co/spaces/satyamr196/ASR-FairBench 2https://github.com/SatyamR196/ASR-FairBench (a) ASR-F AIRBENCHleaderboard (b) Summarized results view

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:59.503021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cfc7689a-6888-422b-bffb-5e488ddcbca1 · outbound

This paper cites Effects of talker dialect, gender & race on accuracy of bing speech and youtube automatic captions.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems Effects of talker dialect, gender & race on accuracy of bing speech and youtube automatic captions

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:59.484218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d267d497-0d84-47ae-92fb-bf46a61e906e · outbound

This paper cites Quantifying Bias in Automatic Speech Recognition.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems Quantifying Bias in Automatic Speech Recognition

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:00:59.289473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4480df1-6d53-4f3c-a957-e65a67ebdebc · outbound

This paper cites A deep dive into the disparity of word error rates across thousands of nptel mooc videos,.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems A deep dive into the disparity of word error rates across thousands of nptel mooc videos,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:59.467725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3d34d9b3-e01e-4ea0-af8a-f43f2635d890 · outbound

This paper cites Open Universal Arabic ASR Leaderboard.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems Open Universal Arabic ASR Leaderboard

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:00:59.303453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4101789-f09a-4560-aae7-07bf18482e2e · outbound

This paper cites Open automatic speech recognition leaderboard,.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems Open automatic speech recognition leaderboard,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:59.452396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 60c8a55f-f009-4c89-84d5-46364cc91673 · outbound

This paper cites Racial disparities in automated speech recognition,.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems Racial disparities in automated speech recognition,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:59.435357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2067908b-8826-465d-a960-0557251d5cf5 · outbound

This paper cites Towards measuring fairness in speech recognition: Fair-Speech dataset.

ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems Towards measuring fairness in speech recognition: Fair-Speech dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:00:59.321654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9837e751-2b81-4558-acf8-c2f82c2a2d15 · inbound