Paper Citation Record · LEDGER

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2506.01032.

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

pith.paper-citation-record.v1
2506.01032 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:56:27.098917Z

measured 33 of 33 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 2026-08-07T11:56:24.413325Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:56:27.602379Z

Reference resolution

32 of 32 outbound references displayed

verified exact3
verified fuzzy18
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 158cdc83-d220-4cb2-ab56-b8a8d5c7bfab · outbound

This paper cites VC achieves this by decom- posing the source speech into different components, including the speaker’s timbre, linguistic content, and speaking style.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization VC achieves this by decom- posing the source speech into different components, including the speaker’s timbre, linguistic content, and speaking style

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:30.692554Z

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 69be4a59-e668-404b-a959-0208d6ea4ba8 · outbound

This paper cites ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:56:27.654727Z

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 8763bd55-c397-4e4a-bcbb-0062d7ec033f · outbound

This paper cites Encoder The encoder consists of an average voice encoder, Hubert-Soft [16], a speaker encoder, VQ-V AE, and a feature fusion mod- ule.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Encoder The encoder consists of an average voice encoder, Hubert-Soft [16], a speaker encoder, VQ-V AE, and a feature fusion mod- ule

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:30.467818Z

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 b7e91cae-e49c-44a7-ae4c-271eb0f272ee · outbound

This paper cites Experimental Setup 4.1.1.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Experimental Setup 4.1.1

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:30.324358Z

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 214678d2-8aab-467c-bd48-621e47d7748f · outbound

This paper cites ReFlow-VC can use the RK45 ODE solver for sampling, generating speech samples with optimal audio quality.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization ReFlow-VC can use the RK45 ODE solver for sampling, generating speech samples with optimal audio quality

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:29.973300Z

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 2c21e631-8391-41b6-87f9-6ff5ca67a700 · outbound

This paper cites an unresolved cited work.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:56:29.818998Z

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 28da9560-8bcd-4632-8b2f-249b729ee5b5 · outbound

This paper cites Cyclegan-vc: Non-parallel voice conversion using cycle-consistent adversarial networks,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Cyclegan-vc: Non-parallel voice conversion using cycle-consistent adversarial networks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:29.091663Z

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 0eb97054-3189-4fd1-9061-82c2693a45dc · outbound

This paper cites Privacy and utility of x-vector based speaker anonymiza- tion,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Privacy and utility of x-vector based speaker anonymiza- tion,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:29.673659Z

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 df061bb7-9505-4c24-8407-c1c6e5f21e89 · outbound

This paper cites Autovc: Zero-shot voice style transfer with only au- toencoder loss,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Autovc: Zero-shot voice style transfer with only au- toencoder loss,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:29.532141Z

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 80818db0-09fb-488f-a04c-02b757355f6f · outbound

This paper cites Again-vc: A one-shot voice conversion using activation guidance and adap- tive instance normalization,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Again-vc: A one-shot voice conversion using activation guidance and adap- tive instance normalization,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:29.365146Z

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 e1309a94-e214-4b1d-a623-e2da6f4363b6 · outbound

This paper cites Gemo-clap: Gender-attribute-enhanced contrastive language- audio pretraining for accurate speech emotion recognition,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Gemo-clap: Gender-attribute-enhanced contrastive language- audio pretraining for accurate speech emotion recognition,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:29.214321Z

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 66734f72-d119-4c2b-beb2-523cbe00f4cf · outbound

This paper cites Ace- vc: Adaptive and controllable voice conversion using explicitly disentangled self-supervised speech representations,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Ace- vc: Adaptive and controllable voice conversion using explicitly disentangled self-supervised speech representations,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.340534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 701efda3-043e-4175-b5f6-48add114b86f · outbound

This paper cites Non-Parallel Voice Conversion with Cyclic Variational Autoencoder.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Non-Parallel Voice Conversion with Cyclic Variational Autoencoder

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:56:27.522823Z

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 40ae660b-ea3c-4806-8810-6cd872c68837 · outbound

This paper cites Dddm-vc: Decoupled denoising diffusion models with disentangled representation and prior mixup for verified robust voice conversion,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Dddm-vc: Decoupled denoising diffusion models with disentangled representation and prior mixup for verified robust voice conversion,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.366411Z

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 bb5b6982-d170-4ed8-a8ab-544c7620bf09 · outbound

This paper cites Generative adver- sarial networks,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Generative adver- sarial networks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.951288Z

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 a96ced03-f733-47c7-a74b-9fee0d0d6d07 · outbound

This paper cites Cyclegan- vc2: Improved cyclegan-based non-parallel voice conversion,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Cyclegan- vc2: Improved cyclegan-based non-parallel voice conversion,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.834699Z

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 9b49f441-e0fc-47d6-8be7-6755a0ed9354 · outbound

This paper cites Stargan-vc: Non-parallel many-to-many voice conversion using star genera- tive adversarial networks,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Stargan-vc: Non-parallel many-to-many voice conversion using star genera- tive adversarial networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.693746Z

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 978f9bfe-4495-4704-ab32-ee00eefd0404 · outbound

This paper cites Freevc: Towards high-quality text-free one-shot voice conversion,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Freevc: Towards high-quality text-free one-shot voice conversion,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.869060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e638bdbd-8655-4859-a950-a8396c317d62 · outbound

This paper cites Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling Scheme.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling Scheme

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:25.936184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee4c4c4e-bc66-4e03-85c4-c51a34b6626a · outbound

This paper cites Reflow-tts: A rectified flow model for high-fidelity text-to- speech,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Reflow-tts: A rectified flow model for high-fidelity text-to- speech,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.509039Z

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 648d8f50-cf54-4332-bcc3-d15ef3efed28 · outbound

This paper cites Grad-tts: A diffusion probabilistic model for text-to-speech,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Grad-tts: A diffusion probabilistic model for text-to-speech,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.685169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67d80638-dbdc-4918-9e78-f9346234f4e4 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.164721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cbd47af-8a34-42eb-b285-8f5ca317a065 · outbound

This paper cites A comparison of discrete and soft speech units for improved voice conversion,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization A comparison of discrete and soft speech units for improved voice conversion,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:28.188153Z

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 eeebdec5-02a3-4389-bf12-bc264f94427c · outbound

This paper cites Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Speech Resynthesis from Discrete Disentangled Self-Supervised Representations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.345966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3b103a8-05ae-4853-9180-1373feef1466 · outbound

This paper cites ZSVC: Zero-shot Style Voice Conversion with Disentangled Latent Diffusion Models and Adversarial Training.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization ZSVC: Zero-shot Style Voice Conversion with Disentangled Latent Diffusion Models and Adversarial Training

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.433423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d100de23-1730-49a4-be1d-62572a48914d · outbound

This paper cites Zero-Shot Voice Conversion via Content-Aware Timbre Ensemble and Conditional Flow Matching.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Zero-Shot Voice Conversion via Content-Aware Timbre Ensemble and Conditional Flow Matching

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:56:27.320718Z

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 aafa886a-6d5b-453d-a6df-d92b310798d3 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization U-net: Convolutional networks for biomedical image segmentation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:27.997312Z

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 725c1408-5ac8-4947-b6b7-9fed0b823b63 · outbound

This paper cites LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.818986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 007dcde5-8537-43e9-adf3-a5132140a35c · outbound

This paper cites Adam: A Method for Stochastic Optimization.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Adam: A Method for Stochastic Optimization

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:26.905749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70ef9325-7ef1-4873-8941-4c56aaa07e6c · outbound

This paper cites Hifi-gan: Generative adversarial net- works for efficient and high fidelity speech synthesis,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Hifi-gan: Generative adversarial net- works for efficient and high fidelity speech synthesis,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:27.003061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c56840-f1ae-4dd0-97f8-ab290b59047d · outbound

This paper cites Whis- per: Tracing the spatiotemporal process of information diffusion in real time,.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization Whis- per: Tracing the spatiotemporal process of information diffusion in real time,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:27.801674Z

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 df16ac5d-54a6-46aa-9e59-cf858949d778 · outbound

This paper cites We used the pre-trained HiFi-GAN [24] as the neural vocoder, which is responsible for converting the mel spectrograms into raw wave- forms.

ReFlow-VC: Zero-shot Voice Conversion Based on Rectified Flow and Speaker Feature Optimization We used the pre-trained HiFi-GAN [24] as the neural vocoder, which is responsible for converting the mel spectrograms into raw wave- forms

Reference 256

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:56:30.115942Z

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.

Pith citing papers

Observation 69be4a59-e668-404b-a959-0208d6ea4ba8 · inbound