Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T18:07:01.257126Z
Paper Citation Record · LEDGER
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs
As of 4 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2509.08031.
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 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
21 of 21 outbound references displayed
- verified exact10
- verified fuzzy7
- unresolved0
- parse uncertain0
- malformed identifier1
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 438bb6eb-afa4-4118-9e01-f38ceee8c266 · outbound
This paper cites AHELM: A Holistic Evaluation of Audio-Language Models.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs AHELM: A Holistic Evaluation of Audio-Language Models
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T18:11:43.185900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 624181be-7626-47fa-9fab-f13bf5e31ff2 · outbound
This paper cites Evaluation of real-time tran- scriptions using end-to-end asr models.arXiv preprint arXiv:2409.05674.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Evaluation of real-time tran- scriptions using end-to-end asr models.arXiv preprint arXiv:2409.05674
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T18:11:43.180239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b204fc5c-f951-48d3-9111-17386e35fffc · outbound
This paper cites VoiceBench: Benchmarking LLM-Based Voice Assistants.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs VoiceBench: Benchmarking LLM-Based Voice Assistants
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T18:11:43.130147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 40b264ad-83e4-4711-9cf1-c13c21202f61 · outbound
This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T18:11:43.175119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 098c0c90-6348-4246-8634-a424d1abd924 · outbound
This paper cites Recent Advances in Speech Language Models: A Survey.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Recent Advances in Speech Language Models: A Survey
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T18:11:43.169892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 289cde76-5e4e-4b72-909c-70570a587388 · outbound
This paper cites Kimi-Audio Technical Report.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Kimi-Audio Technical Report
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T18:11:43.164703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3b5a1ef1-58fd-4ad9-bfb2-c0eae2d5eef4 · outbound
This paper cites How numerical precision affects arithmetical reasoning capabilities of llms.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs How numerical precision affects arithmetical reasoning capabilities of llms
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T18:12:47.433644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f86e5007-4d89-4a6e-85d8-77cfdacf9837 · outbound
This paper cites Dynamic-superb phase-2: A collab- oratively expanding benchmark for measuring the capabilities of spoken language models with 180 tasks.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Dynamic-superb phase-2: A collab- oratively expanding benchmark for measuring the capabilities of spoken language models with 180 tasks
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T18:12:47.430983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 662da643-4ff2-4908-b0df-431df5ff5a86 · outbound
This paper cites Voxtral.
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 2026-08-03T06:30:56.289259+00:00.
Observation c0dc75f9-f8f4-41be-9e44-9da96f94fff7 · outbound
This paper cites MECAT: A Multi-Experts Constructed Benchmark for Fine-Grained Audio Understanding Tasks.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs MECAT: A Multi-Experts Constructed Benchmark for Fine-Grained Audio Understanding Tasks
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T18:11:43.155180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 6a2628a2-4e66-45a8-9c12-468c126252d1 · outbound
This paper cites A survey on speech large language models.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs A survey on speech large language models
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T18:11:43.136599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 99db9f7f-4cbf-4370-bab9-cfde87796100 · outbound
This paper cites Joint speech recognition and speaker diariza- tion via sequence transduction.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Joint speech recognition and speaker diariza- tion via sequence transduction
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T18:12:47.427740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1a822000-00e9-4d2d-8b92-bf9b370133f0 · outbound
This paper cites Versa: A versatile evaluation toolkit for speech, audio, and music.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Versa: A versatile evaluation toolkit for speech, audio, and music
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T18:12:47.424523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 25bef7fc-d493-4d89-ab0d-846b97359280 · outbound
This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs In: Zong, C., Xia, F., Li, W., Navigli, R
Reference 14
- Resolution
- malformed identifier
- doi_truncated, observed 2026-05-18T18:11:42.482554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0c231d1e-31af-4e30-981f-bf0469d9b7ff · outbound
This paper cites Chime-6 challenge: Tackling multispeaker speech recognition for unsegmented recordings.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Chime-6 challenge: Tackling multispeaker speech recognition for unsegmented recordings
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T18:12:47.421850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d9c93039-74e3-47ef-a318-586598aad692 · outbound
This paper cites Qwen2.5-Omni Technical Report.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Qwen2.5-Omni Technical Report
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T18:11:43.150673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 703cab93-17bd-4556-9661-de930d227615 · outbound
This paper cites Air-bench: Benchmarking large audio-language models via generative comprehension.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Air-bench: Benchmarking large audio-language models via generative comprehension
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T18:12:47.418077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 20f76a52-e733-4cab-ae8b-84181a8953b9 · outbound
This paper cites Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-SQL task.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-SQL task
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T18:12:47.415066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 33896ca0-5b44-4b21-9cc2-7610012defdb · outbound
This paper cites NO INSIGHT.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs NO INSIGHT
Reference 19
- Resolution
- metadata mismatch
- doi, observed 2026-05-18T18:11:42.486423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 054cc496-1d59-4e3e-8e16-1c7faa9956a9 · outbound
This paper cites X-ARES: A Comprehensive Framework for Assessing Audio Encoder Performance.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs X-ARES: A Comprehensive Framework for Assessing Audio Encoder Performance
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T18:11:43.145790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3798f55a-a09f-48af-812b-9e6ac8ad2946 · outbound
This paper cites Instruction-Following Evaluation for Large Language Models.
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs Instruction-Following Evaluation for Large Language Models
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T18:11:43.140551Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Pith citing papers
No inbound Pith citation observations are available.