Paper Citation Record · LEDGER

Universal Preference-Score-based Pairwise Speech Quality Assessment

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2506.01455.

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

pith.paper-citation-record.v1
2506.01455 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:48:47.579811Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:48:45.044629Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:48:48.072916Z

Reference resolution

29 of 29 outbound references displayed

verified exact2
verified fuzzy20
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f896ac61-a60d-44a7-b205-a226e45563e1 · outbound

This paper cites Participants are asked to listen to the speech samples to be evaluated and rate one or more samples based on specific criteria.

Universal Preference-Score-based Pairwise Speech Quality Assessment Participants are asked to listen to the speech samples to be evaluated and rate one or more samples based on specific criteria

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:52.489645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d7c7ffb2-2e68-4348-b8d2-cc015428fbbe · outbound

This paper cites an unresolved cited work.

Universal Preference-Score-based Pairwise Speech Quality Assessment Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:52.182930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d68a7a8-97eb-40c6-be18-2789b94f5e6b · outbound

This paper cites Universal Preference-Score-based Pairwise Speech Quality Assessment.

Universal Preference-Score-based Pairwise Speech Quality Assessment Universal Preference-Score-based Pairwise Speech Quality Assessment

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:48:48.195882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ae2b4d0-54f5-455a-b212-d024910e8abc · outbound

This paper cites Comparison with Baselines Table 1 presents the in-domain experimental results across eight scenarios (i.e., two label conditions×four training-testing sce- narios).

Universal Preference-Score-based Pairwise Speech Quality Assessment Comparison with Baselines Table 1 presents the in-domain experimental results across eight scenarios (i.e., two label conditions×four training-testing sce- narios)

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:48:47.912459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1d0d6a7c-f9d0-4357-88ae-34c04cf71636 · outbound

This paper cites Dataset We conducted experiments using two MOS datasets.

Universal Preference-Score-based Pairwise Speech Quality Assessment Dataset We conducted experiments using two MOS datasets

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:51.905490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4caa39df-0906-4563-8abb-597bad9d50c9 · outbound

This paper cites When is it Better to Compare than to Score?.

Universal Preference-Score-based Pairwise Speech Quality Assessment When is it Better to Compare than to Score?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:46.215084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 732fbf74-64bc-4faf-8f1c-d7492762d28b · outbound

This paper cites Nevertheless, the proposed UPPSQA still maintained stable performance, with accuracy higher than the baseline in most scenarios.

Universal Preference-Score-based Pairwise Speech Quality Assessment Nevertheless, the proposed UPPSQA still maintained stable performance, with accuracy higher than the baseline in most scenarios

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:51.750441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff6a098f-00ad-442b-b95d-99a4ecba0bfe · outbound

This paper cites an unresolved cited work.

Universal Preference-Score-based Pairwise Speech Quality Assessment Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:51.585073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 284525e3-cf42-43cf-b65c-eb48645c1892 · outbound

This paper cites MOSNet: Deep learning-based objec- tive assessment for voice conversion,.

Universal Preference-Score-based Pairwise Speech Quality Assessment MOSNet: Deep learning-based objec- tive assessment for voice conversion,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:51.353075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c05308ef-bd5e-4809-8616-0f360815a319 · outbound

This paper cites LDNet: Unified listener dependent modeling in mos prediction for syn- thetic speech,.

Universal Preference-Score-based Pairwise Speech Quality Assessment LDNet: Unified listener dependent modeling in mos prediction for syn- thetic speech,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:51.157889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d56d7c16-0ddc-4ae7-9806-f3cfb96aa8e1 · outbound

This paper cites Generaliza- tion ability of mos prediction networks,.

Universal Preference-Score-based Pairwise Speech Quality Assessment Generaliza- tion ability of mos prediction networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:50.985515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 363ffd03-3913-4535-8e17-aa101051583b · outbound

This paper cites UTMOS: UTokyo-SaruLab system for V oice- MOS Challenge 2022,.

Universal Preference-Score-based Pairwise Speech Quality Assessment UTMOS: UTokyo-SaruLab system for V oice- MOS Challenge 2022,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:50.832615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9b55ef36-db42-4e8a-bb2e-e2245ee2e443 · outbound

This paper cites SAMOS: A neural MOS prediction model leveraging semantic representations and acoustic features,.

Universal Preference-Score-based Pairwise Speech Quality Assessment SAMOS: A neural MOS prediction model leveraging semantic representations and acoustic features,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:50.652265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a858fa76-3faf-4d1d-9159-5331c035bf89 · outbound

This paper cites SOMOS: The Samsung Open MOS Dataset for the Evaluation of Neural Text-to-Speech Synthesis,.

Universal Preference-Score-based Pairwise Speech Quality Assessment SOMOS: The Samsung Open MOS Dataset for the Evaluation of Neural Text-to-Speech Synthesis,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:49.037757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fe9b2631-fe37-4bab-bb93-b77a01bf36c3 · outbound

This paper cites Wav2vec 2.0, widely used in var- ious speech tasks such as automatic speech recognition (ASR), is pre-trained on hundreds to thousands of hours of speech data.

Universal Preference-Score-based Pairwise Speech Quality Assessment Wav2vec 2.0, widely used in var- ious speech tasks such as automatic speech recognition (ASR), is pre-trained on hundreds to thousands of hours of speech data

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:52.041121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 68a074d7-d1f2-403d-9cbb-911f42f4ef84 · outbound

This paper cites The reliability of the itu- p. 85 standard for the evaluation of text-to-speech systems,.

Universal Preference-Score-based Pairwise Speech Quality Assessment The reliability of the itu- p. 85 standard for the evaluation of text-to-speech systems,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:50.464090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 83b0b802-abc3-4c7f-806d-34f07c84557a · outbound

This paper cites Best-worst scaling more reli- able than rating scales: A case study on sentiment intensity anno- tation,.

Universal Preference-Score-based Pairwise Speech Quality Assessment Best-worst scaling more reli- able than rating scales: A case study on sentiment intensity anno- tation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:50.325624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 388c1695-1a83-4adc-b1fb-ad32a0bee61a · outbound

This paper cites Predicting pairwise preferences between TTS audio stimuli using parallel ratings data and anti-symmetric twin neural networks,.

Universal Preference-Score-based Pairwise Speech Quality Assessment Predicting pairwise preferences between TTS audio stimuli using parallel ratings data and anti-symmetric twin neural networks,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:50.107014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a5b15c9c-20aa-4303-bfcc-6e4d5dececd6 · outbound

This paper cites NORESQA: A framework for speech quality assessment using non-matching references,.

Universal Preference-Score-based Pairwise Speech Quality Assessment NORESQA: A framework for speech quality assessment using non-matching references,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:49.861202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d88d4ea-6631-4746-9746-c2199e017181 · outbound

This paper cites Preference-based training framework for automatic speech quality assessment using deep neural network,.

Universal Preference-Score-based Pairwise Speech Quality Assessment Preference-based training framework for automatic speech quality assessment using deep neural network,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:49.696489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b557ba5b-37ef-46ef-8279-919075c1227f · outbound

This paper cites Embedding learning for preference-based speech quality assessment,.

Universal Preference-Score-based Pairwise Speech Quality Assessment Embedding learning for preference-based speech quality assessment,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:49.468744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e8ba6e2-6654-4064-8ab5-3f16f96a9bca · outbound

This paper cites The Blizzard Challenge 2019,.

Universal Preference-Score-based Pairwise Speech Quality Assessment The Blizzard Challenge 2019,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:49.283363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d9244fb1-6f1a-4425-8095-44ed1533cf8d · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,.

Universal Preference-Score-based Pairwise Speech Quality Assessment wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:47.002743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4febf913-44ef-40d2-8f30-007dd1f88938 · outbound

This paper cites Wavlm: Large-scale self- supervised pre-training for full stack speech processing,.

Universal Preference-Score-based Pairwise Speech Quality Assessment Wavlm: Large-scale self- supervised pre-training for full stack speech processing,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:47.074197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e6262cf-c5d1-41a6-ad67-ee1a3f812221 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Universal Preference-Score-based Pairwise Speech Quality Assessment Gaussian Error Linear Units (GELUs)

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:47.175674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 188cf69e-4c42-4160-b4e8-7409275da785 · outbound

This paper cites Deep sparse rectifier neural networks,.

Universal Preference-Score-based Pairwise Speech Quality Assessment Deep sparse rectifier neural networks,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:48.811840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 815b3867-5ecc-4ee1-9a96-714af15df878 · outbound

This paper cites ESP- Net: End-to-end speech processing toolkit,.

Universal Preference-Score-based Pairwise Speech Quality Assessment ESP- Net: End-to-end speech processing toolkit,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:48.605025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74cd0c1d-3d0a-4c74-acd2-9bcbd7c98daa · outbound

This paper cites Simple and Effective Zero-shot Cross-lingual Phoneme Recognition,.

Universal Preference-Score-based Pairwise Speech Quality Assessment Simple and Effective Zero-shot Cross-lingual Phoneme Recognition,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:48.398724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a3289121-fc7a-4e8b-acc0-76d74e5809d8 · outbound

This paper cites A density-based algorithm for discovering clusters in large spatial databases with noise,.

Universal Preference-Score-based Pairwise Speech Quality Assessment A density-based algorithm for discovering clusters in large spatial databases with noise,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:47.579811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7d68a7a8-97eb-40c6-be18-2789b94f5e6b · inbound