Paper Citation Record · LEDGER

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion

As of 11 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2501.05586.

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

pith.paper-citation-record.v1
2501.05586 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:15:41.020223Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact2
verified fuzzy27
unresolved11
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6931adb5-9994-4127-a861-e69d554f02e4 · outbound

This paper cites FreeVC: Towards High-Quality Text-Free One-Shot V oice Conversion,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion FreeVC: Towards High-Quality Text-Free One-Shot V oice Conversion,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.577390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b5107cb2-805e-4f4e-af4a-b04f622ec761 · outbound

This paper cites Style tokens: Unsupervised style modeling, control and transfer in end-to-end speech synthesis,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Style tokens: Unsupervised style modeling, control and transfer in end-to-end speech synthesis,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.566532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 03d09075-c589-4f6a-b469-7b448722632e · outbound

This paper cites Seen and unseen emotional style transfer for voice conversion with a new emotional speech dataset,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Seen and unseen emotional style transfer for voice conversion with a new emotional speech dataset,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T21:15:40.858432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e33771-d8de-433d-87c4-0702ff63dff4 · outbound

This paper cites Pitchnet: Unsupervised singing voice conversion with pitch adversarial network,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Pitchnet: Unsupervised singing voice conversion with pitch adversarial network,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.546045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a4f02b7b-0962-4a68-87ac-86bcc2f60afd · outbound

This paper cites Towards high-fidelity singing voice conversion with acoustic reference and contrastive predictive coding,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Towards high-fidelity singing voice conversion with acoustic reference and contrastive predictive coding,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.533932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 766e6f71-76ee-43e0-a654-dd5604d0c9e5 · outbound

This paper cites Diffsvc: A diffusion probabilistic model for singing voice conversion,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Diffsvc: A diffusion probabilistic model for singing voice conversion,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.520925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 273dc869-75a2-4976-9eee-76b8004127b8 · outbound

This paper cites FastSVC: Fast Cross- Domain Singing V oice Conversion With Feature-Wise Linear Modula- tion,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion FastSVC: Fast Cross- Domain Singing V oice Conversion With Feature-Wise Linear Modula- tion,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.508628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d2ba06d7-d4c7-40f9-8173-d8e31914eb60 · outbound

This paper cites Improving adversarial waveform generation based singing voice conversion with harmonic signals,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Improving adversarial waveform generation based singing voice conversion with harmonic signals,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.494919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 12a1af83-9281-4811-a2a8-5711a3bcdf13 · outbound

This paper cites Self- supervised representations for singing voice conversion,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Self- supervised representations for singing voice conversion,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.482600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 68d52e9d-b27b-46d3-8f49-9507ffa7b842 · outbound

This paper cites VITS-Based Singing V oice Conversion System with DSPGAN Post-Processing for SVCC2023,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion VITS-Based Singing V oice Conversion System with DSPGAN Post-Processing for SVCC2023,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.471467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4a58f97b-7ec4-4fd8-a89b-e463ce3e10c9 · outbound

This paper cites Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:15:40.894643Z

Source-reported events for the cited work

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Observation 58f294bf-dd32-490c-a8b6-d115af412565 · outbound

This paper cites Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T21:15:40.898636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969c4212-e812-4cef-95d2-dee58ed7931e · outbound

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

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Wavlm: Large-scale self-supervised pre- training for full stack speech processing,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:15:40.902399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49b13319-e78e-47ca-a05e-e73bcb05e8f6 · outbound

This paper cites Hubert: Self-supervised speech representation learning by masked prediction of hidden units,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Hubert: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:15:40.905931Z

Source-reported events for the cited work

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Observation adf3aa77-22e2-41ea-8eb8-79d766a238f4 · outbound

This paper cites ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:15:41.127275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4489eba6-c5b2-4bfc-8f8c-22130fca693d · outbound

This paper cites A unified model for zero-shot singing voice conversion and synthesis,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion A unified model for zero-shot singing voice conversion and synthesis,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.446943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4e353233-3024-476d-8ab7-c1fbf85c6ce1 · outbound

This paper cites Zero-shot singing voice conversion based on timbre space modeling and excitation signal control,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Zero-shot singing voice conversion based on timbre space modeling and excitation signal control,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.436211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 587774d7-5ff5-4d2b-825b-8c208f5edd30 · outbound

This paper cites Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:15:41.110996Z

Source-reported events for the cited work

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Observation 3f2ea55f-54e2-4338-adfb-fbb55daead03 · outbound

This paper cites ECAPA2: A Hybrid Neural Network Architecture and Training Strategy for Robust Speaker Embeddings,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion ECAPA2: A Hybrid Neural Network Architecture and Training Strategy for Robust Speaker Embeddings,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.425692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9e5e8609-d6eb-431e-86f1-b27797633f02 · outbound

This paper cites V oxCeleb2: Deep Speaker Recognition,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion V oxCeleb2: Deep Speaker Recognition,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.414019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e435b2a6-cdd0-40f5-b07e-2b2c47897c46 · outbound

This paper cites RMVPE: A Robust Model for Vocal Pitch Estimation in Polyphonic Music.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion RMVPE: A Robust Model for Vocal Pitch Estimation in Polyphonic Music

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T21:15:40.937286Z

Source-reported events for the cited work

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Observation 3a2a45c4-c48d-45b2-be30-424042d266ae · outbound

This paper cites U-net-based medical image segmentation,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion U-net-based medical image segmentation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.400778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1684ec90-5603-4fce-9a83-f0b23a1ebfe4 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 23

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Source-reported events for the cited work

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Observation 7de0cc37-c90a-440f-b9a1-b6ef68ce6caf · outbound

This paper cites AISHELL-1: An open- source Mandarin speech corpus and a speech recognition baseline,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion AISHELL-1: An open- source Mandarin speech corpus and a speech recognition baseline,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.390540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9ba4a60f-607e-4a9d-b582-c64e26f7869a · outbound

This paper cites AISHELL-3: A Multi- Speaker Mandarin TTS Corpus,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion AISHELL-3: A Multi- Speaker Mandarin TTS Corpus,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.379939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e98d9516-b95e-4806-b9e5-16724cb4f1ed · outbound

This paper cites CML-TTS: A multilingual dataset for speech synthesis in low-resource languages,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion CML-TTS: A multilingual dataset for speech synthesis in low-resource languages,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.369099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 49102bf8-95a7-4e8a-98f7-c1922ec94470 · outbound

This paper cites JVS corpus: free Japanese multi-speaker voice corpus.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion JVS corpus: free Japanese multi-speaker voice corpus

Reference 27

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Source-reported events for the cited work

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Observation 96ae84f9-98e2-4439-aa93-511fb102ed89 · outbound

This paper cites Hi-Fi Multi- Speaker English TTS Dataset,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Hi-Fi Multi- Speaker English TTS Dataset,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.356453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9c7f3811-37b6-4e3b-bbec-a350cefe05d0 · outbound

This paper cites LibriTTS-R: A restored multi-speaker text-to-speech corpus,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion LibriTTS-R: A restored multi-speaker text-to-speech corpus,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.344722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9f2f7636-13a8-40a2-b37f-bb8a8bf67e80 · outbound

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

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion CSTR VCTK Corpus: English multi-speaker corpus for cstr voice cloning toolkit (version 0.92),

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T21:15:40.973686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0129c77e-54c9-47df-b11a-97ba02a65e8b · outbound

This paper cites NHSS: A speech and singing parallel database,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion NHSS: A speech and singing parallel database,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.332881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4d574d68-ba21-496b-b91c-99c14236dddc · outbound

This paper cites Multi-Singer: Fast Multi-Singer Singing V oice V ocoder With A Large-Scale Corpus,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Multi-Singer: Fast Multi-Singer Singing V oice V ocoder With A Large-Scale Corpus,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.320970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7a602aa3-b7f9-4cb9-8bb4-566f35f20f95 · outbound

This paper cites Opencpop: A high-quality open source chinese popular song corpus for singing voice synthesis,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Opencpop: A high-quality open source chinese popular song corpus for singing voice synthesis,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.308285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a94e7eee-3282-4407-a79c-5f387dcb8509 · outbound

This paper cites Learning the beauty in songs: Neural singing voice beautifier,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Learning the beauty in songs: Neural singing voice beautifier,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.298442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3d2167fc-54fa-4583-aeb3-58cd9aa92da6 · outbound

This paper cites DiffSinger: Diffusion Acoustic Model for Singing V oice Synthesis,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion DiffSinger: Diffusion Acoustic Model for Singing V oice Synthesis,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.287196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c1d1f930-8c56-4abb-85c7-98c0a167c798 · outbound

This paper cites V ocalSet: A singing voice dataset.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion V ocalSet: A singing voice dataset

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.275904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 68a2b5ad-d452-42cc-bb23-1865f5f45760 · outbound

This paper cites Adam: A method for stochastic optimization,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Adam: A method for stochastic optimization,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T21:15:41.003966Z

Source-reported events for the cited work

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Observation 553924f0-a986-4f16-b206-ba942c3f43d9 · outbound

This paper cites Scaling Speech Technology to 1,000+ Languages.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Scaling Speech Technology to 1,000+ Languages

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T21:15:41.008870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8df15eac-2d04-458c-bce0-e8bdbbf90684 · outbound

This paper cites Efron and R.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Efron and R

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.257823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 00428290-5691-44a1-be86-2392169b2da7 · outbound

This paper cites Confidence intervals for evaluation in machine learning,.

FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion Confidence intervals for evaluation in machine learning,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:15:41.246661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.