Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T14:13:50.737253Z
Paper Citation Record · LEDGER
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents
As of 20 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2607.07985.
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 2026-08-20T06:33:59.587034+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
11 of 11 outbound references displayed
- verified exact4
- verified fuzzy5
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bd31e340-2dc2-43fe-8ee5-679705374780 · outbound
This paper cites AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T14:17:10.083198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cecdee03-1df9-4d8c-b611-48ebb03e34da · outbound
This paper cites Audio large language models can be descriptive speech quality evaluators,.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents Audio large language models can be descriptive speech quality evaluators,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T14:17:10.365750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0d40c82e-b9f3-4ec0-a22d-b143d45943ad · outbound
This paper cites SpeechQualityLLM: Llm-based multimodal assessment of speech quality.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents SpeechQualityLLM: Llm-based multimodal assessment of speech quality
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-07-10T14:17:10.073760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 981201bd-73b8-472f-927d-f5b3bc4db1b7 · outbound
This paper cites Interval estimation for the difference between independent proportions: comparison of eleven methods,.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents Interval estimation for the difference between independent proportions: comparison of eleven methods,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T14:17:10.367838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f1998f89-b570-4f77-aeae-9620e3a19786 · outbound
This paper cites ITU-T Recommendation P.808: Subjective evalua- tion of speech quality with a crowdsourcing approach,.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents ITU-T Recommendation P.808: Subjective evalua- tion of speech quality with a crowdsourcing approach,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T14:17:10.372691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cf5cbe06-84c3-43e3-a639-b15fb57af392 · outbound
This paper cites Krippendorff,Content Analysis: An Introduction to its Methodology, 4th ed., Thousand Oaks, CA: SAGE Publications, 2018.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents Krippendorff,Content Analysis: An Introduction to its Methodology, 4th ed., Thousand Oaks, CA: SAGE Publications, 2018
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T14:17:10.359811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 994dd9ee-9fca-4aef-aae6-982ac4586c12 · outbound
This paper cites LALM Judge Validation on Full-Duplex Voice Agents,.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents LALM Judge Validation on Full-Duplex Voice Agents,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T14:17:10.370527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 25971a8a-8c26-46ea-87ba-1e2cf16b58d8 · outbound
This paper cites Full-Duplex-Bench: A Benchmark to Evaluate Full-duplex Spoken Dialogue Models on Turn-taking Capabilities.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents Full-Duplex-Bench: A Benchmark to Evaluate Full-duplex Spoken Dialogue Models on Turn-taking Capabilities
Reference 8
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-10T14:17:10.076707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e1514b4b-bb24-402a-9d18-b0c2a5cf5632 · outbound
This paper cites Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T14:17:10.079665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 94cd768e-0a03-4f15-8b22-c35b40ebdf73 · outbound
This paper cites AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T14:17:10.085901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0006f4aa-2bad-4c1e-824a-dfad92273668 · outbound
This paper cites Non-Determinism of "Deterministic" LLM Settings.
A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents Non-Determinism of "Deterministic" LLM Settings
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-10T14:17:10.070543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.