Paper Citation Record · LEDGER

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation

As of 8 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.13477.

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

pith.paper-citation-record.v1
2607.13477 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:08:08.044744Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66b1f27c-9864-45e7-85c5-0934150ceb2e · outbound

This paper cites Qwen2-Audio Technical Report.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Qwen2-Audio Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:03.178486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b93a94-6749-491b-bc4d-abcf614fe0c5 · outbound

This paper cites Qwen2.5-Omni Technical Report.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Qwen2.5-Omni Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:03.283757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4faa0e3-9973-462e-b624-5587a85b5e29 · outbound

This paper cites Qwen3-Omni Technical Report.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Qwen3-Omni Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:03.339448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57fb78aa-6083-4f9f-a8f1-8e0407d37986 · outbound

This paper cites Audio flamingo 3: Advancing audio intelligence with fully open large audio language models,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Audio flamingo 3: Advancing audio intelligence with fully open large audio language models,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:03.541744Z

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Unavailable: canonical work link unavailable.

Observation eee421ae-6f81-4633-954c-6d145337df2e · outbound

This paper cites Voxtral.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Voxtral

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:03.719567Z

Source-reported events for the cited work

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Observation cabaf573-e2dc-41ab-8756-f24375fb29bb · outbound

This paper cites Judging LLM-as-a-judge with MT-Bench and chatbot arena,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Judging LLM-as-a-judge with MT-Bench and chatbot arena,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:03.830382Z

Source-reported events for the cited work

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Observation a9d79a93-61f5-4eb5-a683-c196d5e33bf2 · outbound

This paper cites CLAIR: Evaluating image captions with large language models,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation CLAIR: Evaluating image captions with large language models,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:03.951106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99821d0c-df41-4936-9659-0ecf328c43e4 · outbound

This paper cites CLAIR-A: Lever- aging large language models to judge audio captions,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation CLAIR-A: Lever- aging large language models to judge audio captions,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:04.141943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db7e028b-a52e-4c8f-8d17-676d3054059c · outbound

This paper cites Audio large language models can be descriptive speech quality evaluators,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Audio large language models can be descriptive speech quality evaluators,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:04.274586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5568fe46-e569-4d0e-a5be-fa2833a76138 · outbound

This paper cites EmergentTTS- Eval: Evaluating TTS models on complex prosodic, expressiveness, and linguistic challenges using model-as-a-judge,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation EmergentTTS- Eval: Evaluating TTS models on complex prosodic, expressiveness, and linguistic challenges using model-as-a-judge,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:04.385402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce6e5120-c663-4fa3-805a-fd0067f1c597 · outbound

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

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:04.544761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fe25140-e892-4b65-bf95-0830f5199c99 · outbound

This paper cites SpeechLLM-as-judges: Towards general and inter- pretable speech quality evaluation,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation SpeechLLM-as-judges: Towards general and inter- pretable speech quality evaluation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:04.704822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abfb1ffd-54bd-40e1-a1f8-80b90e0f420f · outbound

This paper cites AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:04.890814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bfb8815-c8b4-47e9-829c-5b24c269b73d · outbound

This paper cites Hearing between the lines: Unlocking the reasoning power of LLMs for speech evaluation,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Hearing between the lines: Unlocking the reasoning power of LLMs for speech evaluation,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:05.039877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1430c498-e0b0-49b9-9ab1-9ef3d9a7ae11 · outbound

This paper cites All That Glitters Is Not Audio: Rethinking Text Priors and Audio Reliance in Audio-Language Evaluation.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation All That Glitters Is Not Audio: Rethinking Text Priors and Audio Reliance in Audio-Language Evaluation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:05.235383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b37c2199-a75a-46c7-92f6-9a89ef8297ea · outbound

This paper cites Do audio LLMs really LISTEN, or just transcribe? measuring lexical vs. acoustic emotion cues reliance,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Do audio LLMs really LISTEN, or just transcribe? measuring lexical vs. acoustic emotion cues reliance,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:05.422904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 552c5de6-83c0-4459-9a0e-9efe7e31b24d · outbound

This paper cites When audio-LLMs don’t listen: A cross-linguistic study of modality arbitration,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation When audio-LLMs don’t listen: A cross-linguistic study of modality arbitration,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:05.582882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb618e57-5fce-451e-b284-8b18b0649791 · outbound

This paper cites Do audio LLMs listen or read? analyzing and mitigating paralinguistic failures with V oxParadox,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Do audio LLMs listen or read? analyzing and mitigating paralinguistic failures with V oxParadox,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:05.702454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99656150-51ed-41df-a093-a938cf9b832c · outbound

This paper cites LALM-as-a-Judge: Benchmarking large audio-language models for safety evaluation in multi-turn spoken di- alogues,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation LALM-as-a-Judge: Benchmarking large audio-language models for safety evaluation in multi-turn spoken di- alogues,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:05.880445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52e711d1-46c8-4589-ad52-a8cf90dae114 · outbound

This paper cites Large language models are not fair evaluators,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Large language models are not fair evaluators,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:06.052440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb1b5ce6-eeb0-4903-9310-a72dba581d3a · outbound

This paper cites Justice or prejudice? quantifying biases in LLM-as-a-judge,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Justice or prejudice? quantifying biases in LLM-as-a-judge,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:06.177892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9421d3c-a333-428d-94c2-c6c9cb8f68da · outbound

This paper cites Towards understanding sycophancy in language models,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Towards understanding sycophancy in language models,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:06.323955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d96c7da1-a475-4ce9-9f1f-12e87f54d0e4 · outbound

This paper cites SycEval: Evaluating LLM sycophancy,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation SycEval: Evaluating LLM sycophancy,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:06.446080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c741d28-874c-4861-80b2-950acba9fa9f · outbound

This paper cites Shortcut learning in deep neural networks,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Shortcut learning in deep neural networks,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:06.546354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 467f0370-3211-4d19-91c2-3864eaf79c16 · outbound

This paper cites The pitfalls of simplicity bias in neural networks,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation The pitfalls of simplicity bias in neural networks,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:06.676234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7149e545-69d2-41c0-8536-f05c89b5fb22 · outbound

This paper cites Large language models can be lazy learners: Analyze shortcuts in in-context learning,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Large language models can be lazy learners: Analyze shortcuts in in-context learning,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:06.804051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75ece925-619b-4109-b033-21b4acfbb9fc · outbound

This paper cites The Geneva minimalistic acoustic parameter set (GeMAPS) for voice research and affective computing,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation The Geneva minimalistic acoustic parameter set (GeMAPS) for voice research and affective computing,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:07.041096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edca2696-62a2-4645-82f3-660795770a74 · outbound

This paper cites The Ryerson Audio-Visual Database of Emotional Speech and Song (RA VDESS): A dynamic, multimodal set of facial and vocal expressions in North American English,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation The Ryerson Audio-Visual Database of Emotional Speech and Song (RA VDESS): A dynamic, multimodal set of facial and vocal expressions in North American English,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:07.218577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42618ece-aca4-4a7a-aa5d-ef143bae8e17 · outbound

This paper cites The V oiceMOS Challenge 2022,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation The V oiceMOS Challenge 2022,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:07.381205Z

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Unavailable: canonical work link unavailable.

Observation 2b7cfe02-09c9-4039-9a83-10a6ce90bbed · outbound

This paper cites V oxCeleb: A large-scale speaker identification dataset,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation V oxCeleb: A large-scale speaker identification dataset,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:07.501372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ef20922-36e1-42a5-996f-95f93a549e0c · outbound

This paper cites emotion2vec: Self-supervised pre-training for speech emotion rep- resentation,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation emotion2vec: Self-supervised pre-training for speech emotion rep- resentation,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:07.610514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 943f673c-b636-4277-9aae-4564bb91cb29 · outbound

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

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation Robust speech recognition via large-scale weak super- vision,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:07.753369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e21f231a-651a-42ae-b072-7f838562f484 · outbound

This paper cites ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification,.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:08.044744Z

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Unavailable: canonical work link unavailable.

Observation 65858456-936b-4c05-b5f7-9ee5ad7be467 · outbound

This paper cites 28 492–28 518.

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation 28 492–28 518

Reference 202

Resolution: unresolved; no resolver link, observed 2026-08-02T05:08:07.869223Z

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Pith citing papers

No inbound Pith citation observations are available.