Paper Citation Record · LEDGER

VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2412.17667.

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

pith.paper-citation-record.v1
2412.17667 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:28:01.173993Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T11:41:04.094259Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2ca48c2f-7018-4db2-8bf8-a2f6be8817d2 · inbound

SHEET: A Multi-purpose Open-source Speech Human Evaluation Estimation Toolkit cites this paper.

SHEET: A Multi-purpose Open-source Speech Human Evaluation Estimation Toolkit VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:28:01.173993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1606d301-34a1-41de-abd4-c4c4afdc96db · inbound

Uni-VERSA: Versatile Speech Assessment with a Unified Network cites this paper.

Uni-VERSA: Versatile Speech Assessment with a Unified Network VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:52:58.072917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c15c2178-688d-4af4-8e2d-1d99a5850cd5 · inbound

Towards General Discrete Speech Codec for Complex Acoustic Environments: A Study of Reconstruction and Downstream Task Consistency cites this paper.

Towards General Discrete Speech Codec for Complex Acoustic Environments: A Study of Reconstruction and Downstream Task Consistency VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:18.545560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd93df1e-f37e-4e32-87c0-85a1ab98ceeb · inbound

A Perception-Based L2 Speech Intelligibility Indicator: Leveraging a Rater's Shadowing and Sequence-to-sequence Voice Conversion cites this paper.

A Perception-Based L2 Speech Intelligibility Indicator: Leveraging a Rater's Shadowing and Sequence-to-sequence Voice Conversion VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:35.646519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bce3c563-952d-44de-802d-51e9c9e8c4c1 · inbound

Chain-of-Thought Training for Open E2E Spoken Dialogue Systems cites this paper.

Chain-of-Thought Training for Open E2E Spoken Dialogue Systems VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:32.968338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65ee1f7f-35da-48d7-a95e-209464a251ed · inbound

OpusLM: A Family of Open Unified Speech Language Models cites this paper.

OpusLM: A Family of Open Unified Speech Language Models VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T23:35:37.473556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebe10833-f3ec-4813-9fec-af94470420a4 · inbound

OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder cites this paper.

OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:13:17.782234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb3cf35-e48e-468f-83b3-8bc50d89a366 · inbound

CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation cites this paper.

CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-05T15:00:14.058277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8806d74-13dd-4cc4-ba8a-076b351a8004 · inbound

AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation cites this paper.

AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T11:41:04.098006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.