Paper Citation Record · LEDGER

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

As of 22 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 8 inbound Pith citation observations for arXiv:2501.04962.

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

pith.paper-citation-record.v1
2501.04962 v4

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:24:18.303318Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:52:46.606480Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:34:53.233804Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fad0d4c6-c0c6-4c99-a06d-7ca0ab98dc5d · outbound

This paper cites Qwen Technical Report.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Qwen Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.125848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19db4261-2075-4f44-8b65-a0faa0eeb656 · outbound

This paper cites MinMo: A Multimodal Large Language Model for Seamless Voice Interaction.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models MinMo: A Multimodal Large Language Model for Seamless Voice Interaction

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.131575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae460761-6a92-4fc1-a873-73aaa59c493d · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:24:19.065504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 48959be5-ca3c-47ec-8509-976e29cc2c12 · outbound

This paper cites VoiceBench: Benchmarking LLM-Based Voice Assistants.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models VoiceBench: Benchmarking LLM-Based Voice Assistants

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.142196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6337ac7c-7266-48b3-a938-dccfb69095f8 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Gonzalez, Ion Stoica, and Eric P

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.146813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45c47c5f-d066-4259-ad05-7aed70135de9 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.151012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5729fd66-3f1a-4f94-9881-412aad4d1d11 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.156186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28d4fa19-a834-4a3d-ad53-419245d4cc2e · outbound

This paper cites Recent Advances in Speech Language Models: A Survey.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Recent Advances in Speech Language Models: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.160313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20498099-e377-4725-baf0-c6a9a9693ffc · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:24:19.027611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 87f6de81-a8db-4e41-a0a7-51a20e363dd2 · outbound

This paper cites The Llama 3 Herd of Models.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.170213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dab59f3-c066-4cf6-9df0-9844c6856dd4 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:24:19.012691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9bd79c1e-cadf-4018-b856-f3bcd298affc · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:24:18.997765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 59220eb8-a44f-4616-8dce-4fe6a104445a · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.184897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11c44623-f80e-45ca-b817-daca864c1833 · outbound

This paper cites Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.189539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c23c7e0-2b4d-43ea-b1ad-4b84f35a5472 · outbound

This paper cites GPT-4o System Card.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models GPT-4o System Card

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.194347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ac7f3f8-c0bd-4f39-a57c-07655dc3e435 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.199063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4558be5-065a-4adc-aa60-7e2a46257eb7 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.203736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35d5d75b-8a3d-4077-befc-d7ede46348de · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.208085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e48b1de-50d6-4fab-8c26-e80b9894cb5c · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.212520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7fa2ae9-7670-4df1-941a-87d2747c17be · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:24:18.963414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2f05ebf8-432e-4e85-804a-3db526405eb3 · outbound

This paper cites Spirit LM: Interleaved Spoken and Written Language Model.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Spirit LM: Interleaved Spoken and Written Language Model

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.222343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9476f41d-b8e0-4dca-b298-6d78b03cab51 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.226969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd32c903-250c-4d7e-98f9-42f9efa62f44 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.231794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fd8c8c5-92cb-4ce2-b95b-7f854feb565c · outbound

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

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.236015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 610b4d0a-f33f-4c57-846c-ff000d6244f4 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.240361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08c65c45-4b6a-431a-a241-c0b627dcb9b5 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:24:18.937319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 87d70989-59de-4d26-8a40-1e03013178f3 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.248265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e06397e-35b5-46fa-a8a7-9956ebe86798 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.252562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e87f1a87-d1f4-4327-82aa-c7ad876f3b05 · outbound

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

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models AudioBench: A Universal Benchmark for Audio Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.256256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee6b270a-b4b1-47dc-9918-6963d52c28d9 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.260746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d80cbd-c6ae-4db9-ab2e-d97aa2f75a18 · outbound

This paper cites Chi, Quoc V.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Chi, Quoc V

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.265248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea2079a-dcd9-43dc-91f0-e893ef2e77d4 · outbound

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

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.269589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f4bbd2-44dc-41a5-a091-32cf45b75a47 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.274403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5e7723-6d36-414f-a1d0-1646215d8e72 · outbound

This paper cites GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.278793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d7153d9-eb86-47e6-b56b-c68a5c328885 · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.283701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cadb4aaa-8ca5-4d76-bd9f-41a3c2e5502b · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:24:18.891239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c5b943a3-0338-4ef5-8930-60100bf10b9f · outbound

This paper cites an unresolved cited work.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.293030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4373fd6b-6959-48ad-b7dd-65d7a90e62a7 · outbound

This paper cites online" 'onlinestring :=.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models online" 'onlinestring :=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.297626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87d9d31f-fc97-445d-a6d7-35aab337e6d7 · outbound

This paper cites write newline.

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models write newline

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:18.303318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3664a2fe-b193-4ef5-afd8-b995ec8f5b92 · inbound

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems cites this paper.

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:06.156425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 808752eb-2d33-4068-9394-84cdbf49e175 · inbound

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey cites this paper.

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-22T13:34:53.236630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7658def9-1a65-4a98-950f-4ccdda30307a · inbound

Spontaneous Speech Variables for Evaluating LLMs Cognitive Plausibility cites this paper.

Spontaneous Speech Variables for Evaluating LLMs Cognitive Plausibility VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:07:30.950009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4352680a-1322-4fa0-b674-cc5878118272 · inbound

Audio-Aware Large Language Models as Judges for Speaking Styles cites this paper.

Audio-Aware Large Language Models as Judges for Speaking Styles VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:58.186300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e701956-24d2-46c2-8c4c-b82a9999b347 · inbound

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations cites this paper.

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T10:17:46.394319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a829bc1c-343f-4a9a-a9f3-66f18d204e8a · inbound

BoSS: Beyond-Semantic Speech cites this paper.

BoSS: Beyond-Semantic Speech VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.318974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aac127c-6064-45bb-80dd-44417d324763 · inbound

Can Large Audio Language Models Ignore Multilingual Distractors? An Evaluation of Their Selective Auditory Attention Capabilities cites this paper.

Can Large Audio Language Models Ignore Multilingual Distractors? An Evaluation of Their Selective Auditory Attention Capabilities VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T23:17:57.483334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a0d3d4a0-7ec4-41f1-858a-e52641e48c35 · inbound

EmoS: A Theory-Grounded Framework for Evaluating and Aligning Emotional Intelligence in Spoken Language Models cites this paper.

EmoS: A Theory-Grounded Framework for Evaluating and Aligning Emotional Intelligence in Spoken Language Models VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T21:52:46.606480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.