Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:33:14.493016Z
Paper Citation Record · LEDGER
Voxtral
As of 18 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 51 inbound Pith citation observations for arXiv:2507.13264.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:18:55.435027Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
17 of 17 outbound references displayed
- verified exact0
- verified fuzzy9
- unresolved8
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 8a9fb8ba-1b53-4d07-954f-11600f7cb224 · outbound
This paper cites Numbers should be written in English words rather than Arabic or roman numerals.
Voxtral Numbers should be written in English words rather than Arabic or roman numerals
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:33:16.306416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c7897d11-f762-442e-af86-a28e70170e55 · outbound
This paper cites an unresolved cited work.
Voxtral Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:33:16.211766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d55d5a29-c116-404b-86f4-ade90004e13d · outbound
This paper cites an unresolved cited work.
Voxtral Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:33:16.115400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a57e3fd3-7048-4806-9ed5-3838dac06701 · outbound
This paper cites Only if the bullets start with alphabets, use corresponding alphabets like A, B, C, D or use Option A, Option B, Option C, Option D.
Voxtral Only if the bullets start with alphabets, use corresponding alphabets like A, B, C, D or use Option A, Option B, Option C, Option D
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:33:16.025785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 03c75ec9-b932-4f30-ba1c-6cd6d98bf3b5 · outbound
This paper cites an unresolved cited work.
Voxtral Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:33:15.928827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a199fcaa-e111-4cfd-b6e3-a41ac343b1b0 · outbound
This paper cites For Eg: ’ffmpeg’ can be broken down to ’F F M P E G’, ’.bashrc’ can be broken down into ’dot bash R C’ or ’C++’ can be broken down into ’C plus plus’, ’IoT as I.
Voxtral For Eg: ’ffmpeg’ can be broken down to ’F F M P E G’, ’.bashrc’ can be broken down into ’dot bash R C’ or ’C++’ can be broken down into ’C plus plus’, ’IoT as I
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:33:15.852518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e915f3f8-f5fe-4164-a5fc-7db9d444687b · outbound
This paper cites an unresolved cited work.
Voxtral Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:33:15.731213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 844c15be-ecb1-45e0-934c-43f7665c3274 · outbound
This paper cites an unresolved cited work.
Voxtral Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:33:15.616890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 818ab72a-94b7-4d83-83f5-8a4183cdc71a · outbound
This paper cites an unresolved cited work.
Voxtral Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:33:15.507940Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 28de7adc-ce55-474e-89fc-8ba9f842c95d · outbound
This paper cites an unresolved cited work.
Voxtral Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:33:15.404694Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2214919d-42be-435a-b55c-ca955c7ec966 · outbound
This paper cites Maintain the original meaning and avoid changing the context or tone of the text.
Voxtral Maintain the original meaning and avoid changing the context or tone of the text
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:33:15.272442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b83b50d5-80dd-43a3-a5bc-feee72c6abd9 · outbound
This paper cites For eg: ’www.linkedin.com/jobs’ would be written as ’W.
Voxtral For eg: ’www.linkedin.com/jobs’ would be written as ’W
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:33:15.155343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cfd59a2e-dde8-44d2-96d3-b172667c1782 · outbound
This paper cites If the question itself has a prompt or an ask like to rewrite, do not start following the ask in the question.
Voxtral If the question itself has a prompt or an ask like to rewrite, do not start following the ask in the question
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:33:15.055275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5dfb5a4d-fe01-438f-99e7-d0d0e86d4da5 · outbound
This paper cites an unresolved cited work.
Voxtral Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:33:14.942715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 749953b2-3c87-4ca7-ba2e-61a69f8eff57 · outbound
This paper cites Correct answers don’t necessarily need to match every detail in the reference answer - the reference is just there for you to have an idea on what a good answer looks like.
Voxtral Correct answers don’t necessarily need to match every detail in the reference answer - the reference is just there for you to have an idea on what a good answer looks like
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:33:14.866398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 44159bfa-c719-43c8-acab-f882d471298d · outbound
This paper cites Also take into consideration the helpfulness and clarity of the answer - it should be presented in a clear, engaging, informative manner.
Voxtral Also take into consideration the helpfulness and clarity of the answer - it should be presented in a clear, engaging, informative manner
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:33:14.724134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 08d4f05c-51a5-410c-b045-b3df4da4ffec · outbound
This paper cites explanation.
Voxtral explanation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:33:14.648963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation 662da643-4ff2-4908-b0df-431df5ff5a86 · inbound
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs cites this paper.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Voxtral
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T18:11:43.160420Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1cd5ced8-1692-4beb-8b08-f654536cbb5a · inbound
Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages cites this paper.
Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages Voxtral
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:31:37.256969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a0e3317c-5ce5-44cf-9647-e5ce27401e88 · inbound
When Silence Matters: The Impact of Irrelevant Audio on Text Reasoning in Large Audio-Language Models cites this paper.
When Silence Matters: The Impact of Irrelevant Audio on Text Reasoning in Large Audio-Language Models Voxtral
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T11:11:17.928697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0f6ce27a-0879-40da-ba58-40b297daf860 · inbound
MCAT: Scaling Many-to-Many Speech-to-Text Translation with MLLMs to 70 Languages cites this paper.
MCAT: Scaling Many-to-Many Speech-to-Text Translation with MLLMs to 70 Languages Voxtral
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T03:18:57.194337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aedec695-5e30-49da-8b5f-1e495ca7d192 · inbound
Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMs cites this paper.
Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMs Voxtral
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T21:51:17.744592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6f2c17ec-f531-4595-844d-f988b6c02138 · inbound
FastSLM: Hierarchical Temporal Abstraction for Efficient Long-Form Speech Adaptation cites this paper.
FastSLM: Hierarchical Temporal Abstraction for Efficient Long-Form Speech Adaptation Voxtral
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T12:02:01.060858Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fee6458-3f1a-4934-a8fb-d11077dcf17f · inbound
MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus cites this paper.
MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus Voxtral
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T14:31:01.948157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6f18f1dd-31ad-4a52-824c-bc3794f08c4b · inbound
Encode Once, Decode Never: Reusing Audio LM Internals for Efficient Temporal Localization cites this paper.
Encode Once, Decode Never: Reusing Audio LM Internals for Efficient Temporal Localization Voxtral
Reference 2024
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-03T01:17:47.177241Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ead7a03c-a489-4e31-909e-3f4ffdf8286e · inbound
Voxtral Realtime cites this paper.
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T02:17:07.534451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 30e63df0-e21b-49e6-987d-3d7423224a24 · inbound
Whisper-CD: Accurate Long-Form Speech Recognition using Multi-Negative Contrastive Decoding cites this paper.
Whisper-CD: Accurate Long-Form Speech Recognition using Multi-Negative Contrastive Decoding Voxtral
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-07-15T13:58:09.323985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ed46d8e-0b15-47c3-a503-5d2f63050ffb · inbound
Voxtral TTS cites this paper.
Reference 11
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T00:39:35.904186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5ce1c60b-9d74-46cb-a146-1d958d5f5268 · inbound
A Systematic Study of Cross-Modal Typographic Attacks on Audio-Visual Reasoning cites this paper.
A Systematic Study of Cross-Modal Typographic Attacks on Audio-Visual Reasoning Voxtral
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T17:38:02.912734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ee50c181-d1bb-48e4-8ade-7d783804a987 · inbound
Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and LLMs cites this paper.
Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and LLMs Voxtral
Reference 18
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T05:30:57.273062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 80077c05-c593-4017-a3fc-d8b955e24824 · inbound
Pushing the Limits of On-Device Streaming ASR: A Compact, High-Accuracy English Model for Low-Latency Inference cites this paper.
Pushing the Limits of On-Device Streaming ASR: A Compact, High-Accuracy English Model for Low-Latency Inference Voxtral
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T12:05:21.947631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 90b0e157-88b6-4957-bf2c-41ebed10af62 · inbound
A Synonymous Variational Perspective on the Rate-Distortion-Perception Tradeoff cites this paper.
A Synonymous Variational Perspective on the Rate-Distortion-Perception Tradeoff Voxtral
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T20:09:57.922788Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd193cf0-bba9-4e8f-8dc3-90a2dbfc38af · inbound
Hijacking Large Audio-Language Models via Context-Agnostic and Imperceptible Auditory Prompt Injection cites this paper.
Hijacking Large Audio-Language Models via Context-Agnostic and Imperceptible Auditory Prompt Injection Voxtral
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T11:35:18.928382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b62a8db8-b7fa-4358-8b82-bd05cd3a6147 · inbound
NIM4-ASR: Towards Efficient, Robust, and Customizable Real-Time LLM-Based ASR cites this paper.
NIM4-ASR: Towards Efficient, Robust, and Customizable Real-Time LLM-Based ASR Voxtral
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:21:05.956205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eb5755be-f0df-4074-9c12-38e2410bcec6 · inbound
NIM4-ASR: Towards Efficient, Robust, and Customizable Real-Time LLM-Based ASR cites this paper.
NIM4-ASR: Towards Efficient, Robust, and Customizable Real-Time LLM-Based ASR Voxtral
Reference 13
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-05T13:21:06.288305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 256912e3-6864-4baf-9ea3-8de8e581005e · inbound
Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps cites this paper.
Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Voxtral
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:21:04.863844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4b0de199-c1d6-4d80-96d5-4d692b1707f5 · inbound
All That Glitters Is Not Audio: Rethinking Text Priors and Audio Reliance in Audio-Language Evaluation cites this paper.
All That Glitters Is Not Audio: Rethinking Text Priors and Audio Reliance in Audio-Language Evaluation Voxtral
Reference 17
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T23:16:36.207134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cddb048c-95c5-4ca8-89b1-7f2772e7c382 · inbound
Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models cites this paper.
Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models Voxtral
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T00:46:12.313110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 60e21894-abda-4684-9f83-0ce4229d7933 · inbound
CBT-Audio: Evaluating Audio Language Models for Patient-Side Distress Intensity Estimation in CBT Session Recordings cites this paper.
CBT-Audio: Evaluating Audio Language Models for Patient-Side Distress Intensity Estimation in CBT Session Recordings Voxtral
Reference 28
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T13:28:19.127591Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d3e0dafa-6f9e-4827-918a-b1b55040a066 · inbound
PlanRAG-Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding cites this paper.
PlanRAG-Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding Voxtral
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T18:04:58.390433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d0f92b36-1701-424a-996a-d33d1a2d8f79 · inbound
RealityTest: How People Probe AI Identity and Whether Models Disclose It cites this paper.
RealityTest: How People Probe AI Identity and Whether Models Disclose It Voxtral
Reference 30
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T19:36:08.724825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bbdcde03-ba1e-4cec-ae6b-f9221912c4b9 · inbound
MURMUR: An Efficient Inference System for Long-Form ASR cites this paper.
MURMUR: An Efficient Inference System for Long-Form ASR Voxtral
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-28T17:12:25.096494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7584a4a5-0da4-48d6-8531-a78848bbc4cc · inbound
Benchmarking Speech-to-Speech Translation Models cites this paper.
Reference 58
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T02:46:29.444473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a0d2211e-f890-4faf-950f-365b3c96cbf4 · inbound
SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech cites this paper.
SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Voxtral
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T15:37:06.724970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aafcd460-72a7-47fd-8edf-415cf5d7ba2e · inbound
Ouvia: A User-centered Framework for Measuring Usability of Speech Translation in Real-World Communication Scenarios cites this paper.
Ouvia: A User-centered Framework for Measuring Usability of Speech Translation in Real-World Communication Scenarios Voxtral
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T13:36:59.045645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d44d6b97-d702-4272-b6db-bac2e0c8b265 · inbound
FiLM-Based Speaker Conditioning of a SpeechLLM for Pathological Speech Recognition cites this paper.
FiLM-Based Speaker Conditioning of a SpeechLLM for Pathological Speech Recognition Voxtral
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T12:36:57.087582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b6a6fc55-6346-4ddd-a7b6-aaa034707fd8 · inbound
GlobeAudio: A Multilingual Multicultural Benchmark for Naturalistic Evaluation of Large Audio-Language Models cites this paper.
GlobeAudio: A Multilingual Multicultural Benchmark for Naturalistic Evaluation of Large Audio-Language Models Voxtral
Reference 69
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T21:17:24.526077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1dd1ca22-5f05-4303-a152-1a539f8dad00 · inbound
Factors affecting ASR performance: A study using state of the art ASR models in Indic Languages cites this paper.
Factors affecting ASR performance: A study using state of the art ASR models in Indic Languages Voxtral
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T03:37:35.489322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e1e30ead-2568-4317-951a-3ec879112b81 · inbound
Ontology Memory-Augmented ASR Correction for Long Text-Speech Interleaved Conversations cites this paper.
Ontology Memory-Augmented ASR Correction for Long Text-Speech Interleaved Conversations Voxtral
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-06-27T07:10:41.472377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6725bc1e-3f7f-4e9a-9927-0a6805a368f8 · inbound
LLM-Based Synthetic Ground Truth Generation for Audio-Based Emotion Classification via In-Context Learning cites this paper.
LLM-Based Synthetic Ground Truth Generation for Audio-Based Emotion Classification via In-Context Learning Voxtral
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:18:13.111737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 40abd6fa-fb90-4d9c-aa60-a7a9a732fbf9 · inbound
Grounding Spoken LLMs in Multi-Speaker Audio via Diarization Conditioning cites this paper.
Grounding Spoken LLMs in Multi-Speaker Audio via Diarization Conditioning Voxtral
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T23:19:03.351616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d77aea3a-6b1f-445a-a6fd-03536a02d0bc · inbound
IndicContextEval: A Benchmark for Evaluating Context Utilisation in Audio Large Language Models Across 8 Indic Languages cites this paper.
IndicContextEval: A Benchmark for Evaluating Context Utilisation in Audio Large Language Models Across 8 Indic Languages Voxtral
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T02:49:24.345552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bf1f3ad5-679f-4774-ab11-7bdcb3f241b0 · inbound
Vaani Benchmark V1.0: An Inclusive Multimodal Benchmark Dataset for Hindi cites this paper.
Vaani Benchmark V1.0: An Inclusive Multimodal Benchmark Dataset for Hindi Voxtral
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T07:39:39.279437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d8fea7a4-5eef-4f8c-8b54-d05aaf81e144 · inbound
From Sounds to Scenes: A Benchmark for Evaluating Context-Aware Auditory Scene Understanding in Large Audio Language Models cites this paper.
From Sounds to Scenes: A Benchmark for Evaluating Context-Aware Auditory Scene Understanding in Large Audio Language Models Voxtral
Reference 18
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T20:10:07.978640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d2974562-cdae-4ac4-9b9b-b750ba3a5404 · inbound
RedVox: Safety and Fairness Gaps in Speech Models Across Languages cites this paper.
RedVox: Safety and Fairness Gaps in Speech Models Across Languages Voxtral
Reference 126
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T13:59:52.910091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fe7dcb65-5b71-4ae1-8988-2dca377b95f5 · inbound
Rethinking Speech-LLM Integration for ASR: Effective Joint Speech-Text Training by Interleaving cites this paper.
Rethinking Speech-LLM Integration for ASR: Effective Joint Speech-Text Training by Interleaving Voxtral
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T15:18:32.663262Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 58468181-dd03-488c-b1e6-6a5ecce3a2d3 · inbound
S-DiverSe: Spanish Diverse Speech cites this paper.
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T04:08:13.798171Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16a04cd9-a983-4ec9-a239-ed53e31d7c02 · inbound
Unified Audio Intelligence Without Regressing on Text Intelligence cites this paper.
Unified Audio Intelligence Without Regressing on Text Intelligence Voxtral
Reference 234
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-08T00:04:22.545770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f1cf07ff-4252-4e63-9d6d-39b3b03ac91f · inbound
Unified Audio Intelligence Without Regressing on Text Intelligence cites this paper.
Unified Audio Intelligence Without Regressing on Text Intelligence Voxtral
Reference 234
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:46:49.059192Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3db9f10c-f72e-4a63-802f-e476e6864eec · inbound
Gradient-Based Speech-to-Text Alignment for Any ASR Model: From CTC to Speech LLMs cites this paper.
Gradient-Based Speech-to-Text Alignment for Any ASR Model: From CTC to Speech LLMs Voxtral
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T20:27:36.607654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 382579c1-70e4-4e99-9485-5309bbe4cacb · inbound
GigaChat Audio: Time-aware Large Audio Language Model cites this paper.
GigaChat Audio: Time-aware Large Audio Language Model Voxtral
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T12:07:39.817307Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 608bbfa2-db29-48f0-b7a6-465c09ffa510 · inbound
Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models cites this paper.
Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models Voxtral
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:20:01.370603Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eee421ae-6f81-4633-954c-6d145337df2e · inbound
Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation cites this paper.
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
Unavailable: canonical work link unavailable.
Observation 8e8acb12-a731-4957-b1d3-2163a6c723c3 · inbound
Robust Summarization of Doctor-Patient Conversations: TalTech Systems for the Beyond Transcription Challenge cites this paper.
Robust Summarization of Doctor-Patient Conversations: TalTech Systems for the Beyond Transcription Challenge Voxtral
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T18:42:01.682549Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ccec7c0-c125-411f-809c-446281cc4a93 · inbound
ESCUCHA: A Spanish Speech Benchmark for Heterogeneous Acoustic Conditions cites this paper.
ESCUCHA: A Spanish Speech Benchmark for Heterogeneous Acoustic Conditions Voxtral
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T16:57:11.564423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f66feb1f-3887-4922-a1bb-388b081b4484 · inbound
X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment cites this paper.
X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment Voxtral
Reference 186
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:12:17.795578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a6436a5-9d86-4ce1-a02a-b3b484edd004 · inbound
AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks cites this paper.
AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks Voxtral
Reference 133
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:50:21.284618Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c3b5525-9e95-4a16-acdf-ccbc3b7bc1d4 · inbound
Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost cites this paper.
Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Voxtral
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:18:55.435027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.