Paper Citation Record · LEDGER

A Unified and Reproducible Experimentation Framework for Speech Understanding

As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2605.30899.

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

pith.paper-citation-record.v1
2605.30899 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T21:20:16.428207Z

measured 44 of 44 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 2026-06-28T21:20:16.428207Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T20:16:12.170480Z

Reference resolution

43 of 43 outbound references displayed

verified exact14
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier1
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a08b0b3f-88ad-4c12-b587-f550f99826ed · outbound

This paper cites A Unified and Reproducible Experimentation Framework for Speech Understanding.

A Unified and Reproducible Experimentation Framework for Speech Understanding A Unified and Reproducible Experimentation Framework for Speech Understanding

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:16:12.171901Z

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 c5ac17ea-1c7a-4c73-8da7-278055a21a5c · outbound

This paper cites paper + code.

A Unified and Reproducible Experimentation Framework for Speech Understanding paper + code

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611098ca-aa15-45f7-baa9-c4075538a39b · outbound

This paper cites paper + code.

A Unified and Reproducible Experimentation Framework for Speech Understanding paper + code

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca8c767-824d-4dfa-9268-2b79bd94ea7d · outbound

This paper cites an unresolved cited work.

A Unified and Reproducible Experimentation Framework for Speech Understanding Unresolved cited work

Reference 4

Resolution: malformed identifier; arxiv_id, observed 2026-07-01T20:16:12.178153Z

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 ee1d9c1a-8bdc-4c60-83e3-9b3540d6affb · outbound

This paper cites an unresolved cited work.

A Unified and Reproducible Experimentation Framework for Speech Understanding Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cad2034d-c349-4852-9d23-293119a8e38b · outbound

This paper cites paper + code.

A Unified and Reproducible Experimentation Framework for Speech Understanding paper + code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0ce2598-9a3d-4844-8d93-f8ecb5b7b572 · outbound

This paper cites pa- per + code.

A Unified and Reproducible Experimentation Framework for Speech Understanding pa- per + code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b46f2b4-f9bf-42b8-b641-69056181a1fc · outbound

This paper cites On the landscape of spoken language models: A comprehensive survey,.

A Unified and Reproducible Experimentation Framework for Speech Understanding On the landscape of spoken language models: A comprehensive survey,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6ef50bc-739b-4261-913d-0f7de7a8ab23 · outbound

This paper cites On The Landscape of Spoken Language Models: A Comprehensive Survey.

A Unified and Reproducible Experimentation Framework for Speech Understanding On The Landscape of Spoken Language Models: A Comprehensive Survey

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:16:12.174887Z

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 c9fedc37-37d6-4cd0-9544-9e7b67f2dd62 · outbound

This paper cites A survey on speech large language models for understanding.

A Unified and Reproducible Experimentation Framework for Speech Understanding A survey on speech large language models for understanding

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-28T21:22:38.016455Z

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 fcbbb6b4-3be4-4ff5-bf22-cfe277e9552e · outbound

This paper cites Measuring the accuracy of automatic speech recognition solutions,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Measuring the accuracy of automatic speech recognition solutions,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34581df1-2447-40aa-8f3c-310a40420344 · outbound

This paper cites Le Page, R.

A Unified and Reproducible Experimentation Framework for Speech Understanding Le Page, R

Reference 12

Resolution: metadata mismatch; doi, observed 2026-06-28T21:22:38.018502Z

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 028abfee-17f1-4f7a-9327-34837f28b584 · outbound

This paper cites Open ASR Leaderboard: Towards Reproducible and Transparent Multilingual Speech Recognition Evaluation.

A Unified and Reproducible Experimentation Framework for Speech Understanding Open ASR Leaderboard: Towards Reproducible and Transparent Multilingual Speech Recognition Evaluation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.197182Z

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 fd395b8f-7161-46be-a5c2-834210b4977c · outbound

This paper cites Methodologies for the evaluation of speaker diariza- tion and automatic speech recognition in the presence of overlap- ping speech,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Methodologies for the evaluation of speaker diariza- tion and automatic speech recognition in the presence of overlap- ping speech,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a290e82-d760-457e-bb0a-9a35c539a185 · outbound

This paper cites On the Evaluation of Speech Foundation Models for Spoken Language Understanding.

A Unified and Reproducible Experimentation Framework for Speech Understanding On the Evaluation of Speech Foundation Models for Spoken Language Understanding

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.214339Z

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 1f03175d-1081-4afc-9402-c9ad969f983d · outbound

This paper cites Speechr: A benchmark for speech reasoning in large audio-language models,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Speechr: A benchmark for speech reasoning in large audio-language models,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94866213-157c-48b7-ae26-64f2e45be034 · outbound

This paper cites SpeechR: A Benchmark for Speech Reasoning in Large Audio-Language Models.

A Unified and Reproducible Experimentation Framework for Speech Understanding SpeechR: A Benchmark for Speech Reasoning in Large Audio-Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:16:12.181582Z

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 5cd47468-86f6-4c71-95c6-d379a91c8e6b · outbound

This paper cites SUPERB: Speech Processing Universal PERformance Benchmark,.

A Unified and Reproducible Experimentation Framework for Speech Understanding SUPERB: Speech Processing Universal PERformance Benchmark,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b9a5d4-a7a5-43a7-a8e7-24c7dd9b23bd · outbound

This paper cites Dynamic-SUPERB: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Dynamic-SUPERB: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcbab749-a30d-4172-953e-aeee35d999ad · outbound

This paper cites AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension,.

A Unified and Reproducible Experimentation Framework for Speech Understanding AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39901a07-00e3-4ca5-9b6d-7dbd6eee20d5 · outbound

This paper cites AudioBench: A Universal Benchmark for Audio Large Language Models,.

A Unified and Reproducible Experimentation Framework for Speech Understanding AudioBench: A Universal Benchmark for Audio Large Language Models,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26975453-eb90-4d85-87ab-71f476c7aee6 · outbound

This paper cites SUPERB: Speech processing Universal PERformance Benchmark.

A Unified and Reproducible Experimentation Framework for Speech Understanding SUPERB: Speech processing Universal PERformance Benchmark

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:16:12.193979Z

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 3482c4a0-d002-48cb-9eff-b7b4591b78bd · outbound

This paper cites MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark.

A Unified and Reproducible Experimentation Framework for Speech Understanding MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-01T20:16:12.207674Z

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 69d7a8f7-47e5-4d33-b6c2-5d1e157bf6b8 · outbound

This paper cites MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix.

A Unified and Reproducible Experimentation Framework for Speech Understanding MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.221545Z

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 7d969661-0ce0-4a91-b55e-2dd43ed37aee · outbound

This paper cites MeetEval: A Toolkit for Computation of Word Error Rates for Meeting Transcription Systems.

A Unified and Reproducible Experimentation Framework for Speech Understanding MeetEval: A Toolkit for Computation of Word Error Rates for Meeting Transcription Systems

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.224798Z

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 296ec7f2-ae2d-4e9f-b3f5-8716a85cd31e · outbound

This paper cites A call for clarity in reporting BLEU scores,.

A Unified and Reproducible Experimentation Framework for Speech Understanding A call for clarity in reporting BLEU scores,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afe61cb0-722c-4aac-b777-01fe72d86fb1 · outbound

This paper cites VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation.

A Unified and Reproducible Experimentation Framework for Speech Understanding VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.228406Z

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 d3548ec0-aed3-4855-8934-4fd9c98a649c · outbound

This paper cites AISHELL-5: The First Open-Source In-Car Multi-Channel Multi-Speaker Speech Dataset for Automatic Speech Diarization and Recognition.

A Unified and Reproducible Experimentation Framework for Speech Understanding AISHELL-5: The First Open-Source In-Car Multi-Channel Multi-Speaker Speech Dataset for Automatic Speech Diarization and Recognition

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.217425Z

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 9a936dab-ecb5-4359-aa0d-0dccd86b425e · outbound

This paper cites The AMI meeting corpus,.

A Unified and Reproducible Experimentation Framework for Speech Understanding The AMI meeting corpus,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d7c5471-3f32-4c18-b587-d5149b49e0d0 · outbound

This paper cites M2MeT: The ICASSP 2022 multi-channel multi-party meeting transcription challenge,.

A Unified and Reproducible Experimentation Framework for Speech Understanding M2MeT: The ICASSP 2022 multi-channel multi-party meeting transcription challenge,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2a86ac6-f407-4206-9009-bfd1395d35d4 · outbound

This paper cites CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition.

A Unified and Reproducible Experimentation Framework for Speech Understanding CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.204210Z

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 fb65c358-ef66-49dd-a175-f9c4b0ccb4b3 · outbound

This paper cites Ke- speech: An open source speech dataset of mandarin and its eight subdialects,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Ke- speech: An open source speech dataset of mandarin and its eight subdialects,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3274ed34-a22f-45c1-a99d-ea714381e61a · outbound

This paper cites ContextASR-Bench: A Massive Contextual Speech Recognition Benchmark.

A Unified and Reproducible Experimentation Framework for Speech Understanding ContextASR-Bench: A Massive Contextual Speech Recognition Benchmark

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.204617Z

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 5618bc1a-9b9d-4e38-b275-6a2830f16ad7 · outbound

This paper cites VIBEVOICE-ASR technical report.

A Unified and Reproducible Experimentation Framework for Speech Understanding VIBEVOICE-ASR technical report

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.211050Z

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 e8deb034-0f0e-4e2d-bff3-6c1b411910f6 · outbound

This paper cites Covost 2 and massively multilingual speech translation.

A Unified and Reproducible Experimentation Framework for Speech Understanding Covost 2 and massively multilingual speech translation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9612d6d9-0555-4344-8feb-fdd26c7c38bc · outbound

This paper cites Swift: a scalable lightweight infras- tructure for fine-tuning,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Swift: a scalable lightweight infras- tructure for fine-tuning,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6909e9fc-10d9-4ccc-a492-32d8a4700f93 · outbound

This paper cites Iemocap: Interactive emotional dyadic motion capture database,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Iemocap: Interactive emotional dyadic motion capture database,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65b865b1-96b6-4c76-af54-b2f3f79292eb · outbound

This paper cites Meld: A multimodal multi-party dataset for emo- tion recognition in conversations,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Meld: A multimodal multi-party dataset for emo- tion recognition in conversations,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0c5d0c6-97f4-42db-9485-0aa650900d87 · outbound

This paper cites Slurp: A spoken language understanding resource package,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Slurp: A spoken language understanding resource package,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 962b0ebd-c620-4413-995a-90165ce58c4e · outbound

This paper cites MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark.

A Unified and Reproducible Experimentation Framework for Speech Understanding MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-07-01T20:16:12.184460Z

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 d25732a5-3a4d-42a7-98a9-d0d5d9ac5554 · outbound

This paper cites Qwen2-Audio Technical Report.

A Unified and Reproducible Experimentation Framework for Speech Understanding Qwen2-Audio Technical Report

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-07-01T20:16:12.190584Z

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 1ab4ecf5-88b8-478b-94ba-d2cf3e7171d9 · outbound

This paper cites Tasu: Text-only alignment for speech understanding,.

A Unified and Reproducible Experimentation Framework for Speech Understanding Tasu: Text-only alignment for speech understanding,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-28T21:20:16.428207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e49f5dfa-6b1f-4d10-aa27-266b3af7f066 · outbound

This paper cites Available: https://arxiv.org/abs/2511.03310.

A Unified and Reproducible Experimentation Framework for Speech Understanding Available: https://arxiv.org/abs/2511.03310

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:16:12.187566Z

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.

Pith citing papers

Observation a08b0b3f-88ad-4c12-b587-f550f99826ed · inbound