Paper Citation Record · LEDGER

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2607.14846.

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

pith.paper-citation-record.v1
2607.14846 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T00:57:37.822940Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:41:57.270130Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:42:04.169139Z

Reference resolution

33 of 33 outbound references displayed

verified exact5
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6901edd0-7c93-41d8-93c2-2b599aaec0d4 · outbound

This paper cites Cambridge University Press, 2018.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Cambridge University Press, 2018

Reference 1

Resolution: verified exact; doi, observed 2026-08-02T00:58:19.916109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b7a3967b-7839-4323-8715-007f10a13ba0 · outbound

This paper cites John Benjamins, 2010.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems John Benjamins, 2010

Reference 2

Resolution: verified exact; doi, observed 2026-08-02T00:58:19.796619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3639aa17-d0e5-4dc0-b1e7-7b5802743b3e · outbound

This paper cites Oxford University Press, 2021.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Oxford University Press, 2021

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.679716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5652f4c9-85d8-482f-b395-0d8d69c67f0d · outbound

This paper cites Cambridge University Press, 1980.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Cambridge University Press, 1980

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.683927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb5e0384-be67-4bca-a06b-b7fe1ec8d255 · outbound

This paper cites Scherer and Howard Giles, editors.Social Markers in Speech.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Scherer and Howard Giles, editors.Social Markers in Speech

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.688134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c15afd01-2a8f-4e22-a503-4d7eca91c0f2 · outbound

This paper cites Asimplestsystematicsfortheorganizationofturn-taking for conversation.Language, 50(4):696–735, 1974.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Asimplestsystematicsfortheorganizationofturn-taking for conversation.Language, 50(4):696–735, 1974

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.692153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3673dc5d-8b6a-4ccd-a4f8-79200ba41f61 · outbound

This paper cites doi: 10.1162/tacl.a.628.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems doi: 10.1162/tacl.a.628

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.696832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e2fb60-11ed-4d4f-b188-75f745b4a8b4 · outbound

This paper cites Speech Robust Bench: A Robustness Benchmark For Speech Recognition.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Speech Robust Bench: A Robustness Benchmark For Speech Recognition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.709027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 370ba510-382f-4f56-a329-7e759a16c3dd · outbound

This paper cites SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.713378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b98dcb16-8a1c-4285-acdc-8fc3449f3b5e · outbound

This paper cites ITU-T Recommendation P.800: Methods for subjective determination of transmission quality.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems ITU-T Recommendation P.800: Methods for subjective determination of transmission quality

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.718088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a74bd06b-2ec2-4ff7-abe6-f9316ec84dfd · outbound

This paper cites Technical Report BS.1534-3, International Telecommunication Union, 2015.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Technical Report BS.1534-3, International Telecommunication Union, 2015

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.722153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff301c5-89f6-443f-a755-57cc200f5090 · outbound

This paper cites Black and Keiichi Tokuda.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Black and Keiichi Tokuda

Reference 13

Resolution: verified exact; doi, observed 2026-08-02T00:58:19.666328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be10b237-0131-4ea5-8a88-5475f13a684c · outbound

This paper cites The VoiceMOS challenge2022.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems The VoiceMOS challenge2022

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.730421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14edc465-fbb6-4077-bf96-feaf874c1d18 · outbound

This paper cites The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.735839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2f04486-eb39-4b01-920a-b8217a575738 · outbound

This paper cites InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.741292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15e196c1-fbef-4c31-8ffd-053bb8c9b494 · outbound

This paper cites EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.747884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93c912b8-80c8-44d5-8ef9-f54a563ddc78 · outbound

This paper cites Walker, Diane J.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Walker, Diane J

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.752541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fd0111f-00eb-4c2b-802b-1c0fb0952540 · outbound

This paper cites SD-Eval: A benchmark dataset for spoken dialogue understanding beyond words.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems SD-Eval: A benchmark dataset for spoken dialogue understanding beyond words

Reference 19

Resolution: verified exact; doi, observed 2026-08-02T00:58:19.508402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3afbedc-9ce0-42d6-b755-080841e0aa6e · outbound

This paper cites URO-bench: Towards comprehensive evaluation for end-to-end spoken dialogue models.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems URO-bench: Towards comprehensive evaluation for end-to-end spoken dialogue models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.761831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c87ecb7-00c4-43c8-acd5-1f69f0890e48 · outbound

This paper cites S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.766430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6968ab4-c770-4d98-a6a2-b6840d29d32b · outbound

This paper cites AIR-bench: Benchmarking large audio-language models via generative comprehension.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems AIR-bench: Benchmarking large audio-language models via generative comprehension

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.771079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5df8b96-0cff-4df8-88c7-270d43f3cb9b · outbound

This paper cites an unresolved cited work.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.776244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d5d8abb-cfc8-46d0-a5f4-cc38b5f97d4c · outbound

This paper cites AHELM: A Holistic Evaluation of Audio-Language Models.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems AHELM: A Holistic Evaluation of Audio-Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.780637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cef86de-f4a5-453e-a6cb-b616f6070aa1 · outbound

This paper cites Common voice: A massively-multilingual speech corpus.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Common voice: A massively-multilingual speech corpus

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.784998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6251651-10f3-4979-82c9-c60ff56d9ee3 · outbound

This paper cites FLEURS: Few-shot learning evaluation of universal representations of speech.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems FLEURS: Few-shot learning evaluation of universal representations of speech

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.790343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d55737d4-8200-400b-b809-9fa79a6a4da5 · outbound

This paper cites CHiME-6 challenge: Tackling multispeaker speech recognition for unsegmented recordings.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems CHiME-6 challenge: Tackling multispeaker speech recognition for unsegmented recordings

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.794744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5832878-a711-4d29-95c1-204764ce164e · outbound

This paper cites Librispeech: An asr corpus based on public domain audio books.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Librispeech: An asr corpus based on public domain audio books

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.798883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf15931f-eef3-4d7a-acdc-55886c102da3 · outbound

This paper cites Voxpopuli: A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Voxpopuli: A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.802866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3fa44c7-6d19-4263-8be7-a8a649e5d4f6 · outbound

This paper cites Open asr leaderboard: Towards reproducible and transparent multilingual and long-form speech recognition evaluation, 2025.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Open asr leaderboard: Towards reproducible and transparent multilingual and long-form speech recognition evaluation, 2025

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.807408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80dc10bc-3e3e-4c2f-875e-ce69fcc53c6a · outbound

This paper cites an unresolved cited work.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-02T00:58:19.347366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8967ab2e-d5bf-45b1-ab9f-e65f1ee5ae71 · outbound

This paper cites BERSting at the Screams: A Benchmark for Distanced, Emotional and Shouted Speech Recognition.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems BERSting at the Screams: A Benchmark for Distanced, Emotional and Shouted Speech Recognition

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.818199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f2c3cc-16b1-4558-8bd9-8d6316715ef4 · outbound

This paper cites A female speaker delivers a clear, expressive speech in a quiet, high- quality recording.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems A female speaker delivers a clear, expressive speech in a quiet, high- quality recording

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.822940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c43baa13-8985-4d58-8d2b-07e11974c5b5 · outbound

This paper cites an unresolved cited work.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T00:57:37.704890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 37dacbd7-18fd-44da-b3df-5ba1803f8db5 · inbound

CallScreenBench: Benchmarking On-Device Models as Phone Secretaries cites this paper.

CallScreenBench: Benchmarking On-Device Models as Phone Secretaries RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T00:42:04.264356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.