Paper Citation Record · LEDGER

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion

As of 19 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2411.11123.

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

pith.paper-citation-record.v1
2411.11123 v3

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:59:17.058439Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:59:16.896650Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T18:59:17.144378Z

Reference resolution

34 of 34 outbound references displayed

verified exact1
verified fuzzy28
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b384a68-0369-4b97-ae07-013e044e32f7 · outbound

This paper cites Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-12T18:59:17.151111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3d2e0db7-7522-4b44-8ade-cd787083933a · outbound

This paper cites an unresolved cited work.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:59:17.616046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a3934a4b-4c55-4d9e-a4aa-5e47877ebc16 · outbound

This paper cites Finally, a linear layer reduces the feature dimensionality to 1 to derive the corresponding MOS score.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Finally, a linear layer reduces the feature dimensionality to 1 to derive the corresponding MOS score

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.600903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c20ecdb-829b-4800-a294-25c070c865da · outbound

This paper cites Additionally, to overcome the issues caused by imbalanced training data, PS-SQA innovatively introduces a bias correction strategy.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Additionally, to overcome the issues caused by imbalanced training data, PS-SQA innovatively introduces a bias correction strategy

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.585795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9bb82ca0-8b52-47f2-9493-66761cf614e7 · outbound

This paper cites Dataset and Evaluation Metrics During the training phase, the track 2 of the V oiceMOS Challenge 2024 released a dataset named SingMOS[25].

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Dataset and Evaluation Metrics During the training phase, the track 2 of the V oiceMOS Challenge 2024 released a dataset named SingMOS[25]

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.569908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d1d775d4-d3c3-4b46-bc93-42628d770260 · outbound

This paper cites Bias Correction.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Bias Correction

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.554117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bea3e5ed-02ee-4aa1-8968-78db43f72424 · outbound

This paper cites an unresolved cited work.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:59:17.536830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 35bb9e5a-30ce-44f7-9eb7-be1bedbd80b5 · outbound

This paper cites Spectral fea- tures and pitch histogram for automatic singing quality evalu- ation with CRNN,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Spectral fea- tures and pitch histogram for automatic singing quality evalu- ation with CRNN,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.520753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e5436978-a135-48c8-b44e-f403991bdbe6 · outbound

This paper cites Training ex- plainable singing quality assessment network with augmented data,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Training ex- plainable singing quality assessment network with augmented data,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.504746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f753132d-15c8-4ca3-8f39-bee7509d8606 · outbound

This paper cites Tg-Critic: A timbre-guided model for reference-independent singing evaluation,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Tg-Critic: A timbre-guided model for reference-independent singing evaluation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.490053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f107900f-98db-4ff6-a224-cc61dcb6d1cd · outbound

This paper cites The Blizzard Challenge 2005: Evaluating corpus-based speech synthesis on common databases,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion The Blizzard Challenge 2005: Evaluating corpus-based speech synthesis on common databases,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.475521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9a115f53-98bd-4c29-9254-922db6be513c · outbound

This paper cites AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T18:59:16.954130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45cbb8cb-8d53-45d0-a1f0-7777ae47c20b · outbound

This paper cites Quality-Net: An end-to-end non-intrusive speech quality as- sessment model based on BLSTM,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Quality-Net: An end-to-end non-intrusive speech quality as- sessment model based on BLSTM,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.459575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c4adbf31-3abe-4c5c-b561-55263f592218 · outbound

This paper cites MOSNet: Deep learning-based objective assessment for voice conver- sion,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion MOSNet: Deep learning-based objective assessment for voice conver- sion,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.444467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36719030-3f40-482b-84ac-fb853d0bfb13 · outbound

This paper cites APCodec: A neural audio codec with par- allel amplitude and phase spectrum encoding and decoding,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion APCodec: A neural audio codec with par- allel amplitude and phase spectrum encoding and decoding,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.429769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4d1418d9-eb7a-4b1f-a936-3c9159086b9d · outbound

This paper cites Generalization ability of MOS prediction networks,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Generalization ability of MOS prediction networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.414483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation baf5f56e-2ce3-4631-8acd-75f3e88ad4e6 · outbound

This paper cites The V oiceMOS Chal- lenge 2022,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion The V oiceMOS Chal- lenge 2022,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.398400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ec0cb8ba-fd16-4387-85b7-0594a921efc2 · outbound

This paper cites The V oiceMOS Chal- lenge 2023: zero-shot subjective speech quality prediction for multiple domains,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion The V oiceMOS Chal- lenge 2023: zero-shot subjective speech quality prediction for multiple domains,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.383577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation da55a8da-f372-463e-8211-c22b9649026f · outbound

This paper cites Pitch histograms in audio and symbolic music information re- trieval,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Pitch histograms in audio and symbolic music information re- trieval,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.369227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 76efd19d-ca1d-415c-a881-bf2b3d8c0cdd · outbound

This paper cites Perceptual evaluation of singing quality,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Perceptual evaluation of singing quality,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.355174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c9376eef-1d72-4cc3-9345-59d6e89d9afe · outbound

This paper cites Automatic evaluation of singing quality without a reference,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Automatic evaluation of singing quality without a reference,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.340532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 11257b24-ed19-4721-a039-2424654ae20e · outbound

This paper cites Soundstream: An end-to- end neural audio codec,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Soundstream: An end-to- end neural audio codec,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.325185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ebe04aef-6abf-4d01-8d33-6fb2a108ef7f · outbound

This paper cites High fidelity neural audio compression,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion High fidelity neural audio compression,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.310069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d95e47d-e70e-4a5e-815d-ffab453c110d · outbound

This paper cites Deep learning-based non- intrusive multi-objective speech assessment model with cross- domain features,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Deep learning-based non- intrusive multi-objective speech assessment model with cross- domain features,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.294092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4f488100-842a-43f8-bf93-74c431367247 · outbound

This paper cites Automatic rank-ordering of singing vocals with twin-neural network.,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Automatic rank-ordering of singing vocals with twin-neural network.,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.278788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd7065a9-51c6-4f9b-a9c4-b6f0bc40ccdc · outbound

This paper cites Conformer: Convolution- augmented transformer for speech recognition,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Conformer: Convolution- augmented transformer for speech recognition,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.263271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 873c3503-ee40-46cb-b6a3-1786883ec8df · outbound

This paper cites Ensemble of deep neural network models for MOS prediction,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Ensemble of deep neural network models for MOS prediction,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.248856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4218abf7-d3d4-4dec-b6e8-e96ce066f794 · outbound

This paper cites Fusion of self- supervised learned models for MOS prediction,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion Fusion of self- supervised learned models for MOS prediction,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.232199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 371b1587-d91e-4faf-9ce9-5e6f282284b4 · outbound

This paper cites The ZevoMOS entry to V oiceMOS Challenge 2022,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion The ZevoMOS entry to V oiceMOS Challenge 2022,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.216397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ce7974b-b4c7-4f68-917a-48014ec7bb91 · outbound

This paper cites LE-SSL-MOS: Self-supervised learning MOS prediction with listener enhancement,.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion LE-SSL-MOS: Self-supervised learning MOS prediction with listener enhancement,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.200251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8cf1bb08-d0e2-47eb-88a8-1a7a2d521105 · outbound

This paper cites fairseq: A Fast, Extensible Toolkit for Sequence Modeling.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T18:59:17.043497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdaab02c-270f-49b6-9a50-4e2e8783795b · outbound

This paper cites SingMOS: An extensive Open-Source Singing Voice Dataset for MOS Prediction.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion SingMOS: An extensive Open-Source Singing Voice Dataset for MOS Prediction

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T18:59:17.048451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d292b6b-28d6-4cf7-b731-801b105ed93a · outbound

This paper cites CSTR VCTK corpus: English multi-speaker corpus for CSTR voice cloning toolkit (version 0.92),.

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion CSTR VCTK corpus: English multi-speaker corpus for CSTR voice cloning toolkit (version 0.92),

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.183525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 85b26112-d986-4736-8f20-2e8a931ed829 · outbound

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

Pitch-and-Spectrum-Aware Singing Quality Assessment with Bias Correction and Model Fusion UTMOS: UTokyo-SaruLab system for V oiceMOS Challenge 2022,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:59:17.167310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 1b384a68-0369-4b97-ae07-013e044e32f7 · inbound