Paper Citation Record · LEDGER

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 2 inbound Pith citation observations for arXiv:2506.19446.

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

pith.paper-citation-record.v1
2506.19446 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:11:43.320594Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:11:39.929928Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T07:39:39.091187Z

Reference resolution

38 of 38 outbound references displayed

verified exact3
verified fuzzy22
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 485c22f8-e251-4b17-801c-ce7330b1e95c · outbound

This paper cites Capturing speaker identity is crucial for tasks like speaker recognition [1].

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Capturing speaker identity is crucial for tasks like speaker recognition [1]

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:48.517868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5032c0b2-2a09-4683-a5f0-7fc08725c000 · outbound

This paper cites Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:39.929928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf400478-828b-493b-9b8a-6eb4c6ed5dae · outbound

This paper cites It is the sigmoid-activated output of a multi-label classification network trained on a voice attribute dataset.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation It is the sigmoid-activated output of a multi-label classification network trained on a voice attribute dataset

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:48.327866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5854b00-d644-45f1-8268-b2ebac02f036 · outbound

This paper cites an unresolved cited work.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:11:48.140825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6cb08c33-f4f9-45e0-9ed9-98c0d56e0e07 · outbound

This paper cites In all other cases,y i is assigned a soft degree value.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation In all other cases,y i is assigned a soft degree value

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-06T23:11:44.234027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation da65c7b0-17ff-4bd2-9275-3fb55e45d866 · outbound

This paper cites medium.en.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation medium.en

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:47.843772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5e04afff-3473-4a71-ae5d-9db33112db5e · outbound

This paper cites To fairly evaluate its potential, we designed a network architecture similar to that of the comparison system.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation To fairly evaluate its potential, we designed a network architecture similar to that of the comparison system

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:47.567233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fcde7ae5-0106-4e8e-9586-2db28808c628 · outbound

This paper cites an unresolved cited work.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:11:47.337554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c6207bd-5d2d-46af-8a73-41fef571f6d0 · outbound

This paper cites RS- 2022-II220641, 50%], [No.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation RS- 2022-II220641, 50%], [No

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:47.219696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 84b50df6-15fc-4506-ae60-e4ec09d24fd8 · outbound

This paper cites The vox celeb speaker recognition challenge: A retrospective,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation The vox celeb speaker recognition challenge: A retrospective,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:47.025381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8edbdf1-87c6-4a92-b894-9763989f4468 · outbound

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

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:46.886580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ef12dd1-6619-49f6-b981-784ba5565fb7 · outbound

This paper cites Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:40.868064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 762f54fc-d9f1-47de-bd2d-aa7d3f20b376 · outbound

This paper cites V oicebox: Text-guided multilingual universal speech generation at scale,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation V oicebox: Text-guided multilingual universal speech generation at scale,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:46.761422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 37ef71b2-d082-485d-92b4-01090fa38714 · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:41.039155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19136b80-45e3-477f-a5e2-03945d96a9cb · outbound

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

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Wavlm: Large-scale self- supervised pre-training for full stack speech processing,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:41.104677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89afb706-495a-4893-bb14-28d28138bcd3 · outbound

This paper cites Resemblyzer,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Resemblyzer,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:46.642369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2f60d1d1-855b-4c55-ac72-b04ca3a6c1bd · outbound

This paper cites Rw-voiceshield: Raw waveform-based adversarial attack on one-shot voice conversion,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Rw-voiceshield: Raw waveform-based adversarial attack on one-shot voice conversion,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:46.506090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4440b17d-58a4-4ad6-8000-4a552f602c82 · outbound

This paper cites Disentangling prosody and timbre embeddings via voice conversion,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Disentangling prosody and timbre embeddings via voice conversion,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:46.342918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52a179a6-cb4e-4482-a054-da1d27c67eea · outbound

This paper cites Prvae-vc2: Non-parallel voice conversion by distillation of speech represen- tations,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Prvae-vc2: Non-parallel voice conversion by distillation of speech represen- tations,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:46.217001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f0e8203d-d2de-4362-a159-4069543edb41 · outbound

This paper cites Neural codec language mod- els for disentangled and textless voice conversion,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Neural codec language mod- els for disentangled and textless voice conversion,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:46.047706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cadc6e3e-dc74-4b0a-b055-a51021ab8605 · outbound

This paper cites Improvement speaker similarity for zero-shot any-to-any voice conversion of whispered and regular speech,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Improvement speaker similarity for zero-shot any-to-any voice conversion of whispered and regular speech,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:45.901858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ac1e39c6-8530-4f04-a576-7c5e01d428e4 · outbound

This paper cites Noise-Robust Voice Conversion by Conditional Denoising Training Using Latent Variables of Recording Quality and Environment.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Noise-Robust Voice Conversion by Conditional Denoising Training Using Latent Variables of Recording Quality and Environment

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:11:43.809069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 57794480-f872-4909-95ca-07d824d94a69 · outbound

This paper cites Utilizing adaptive global response normal- ization and cluster-based pseudo labels for zero-shot voice con- version,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Utilizing adaptive global response normal- ization and cluster-based pseudo labels for zero-shot voice con- version,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:45.745311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9189fd58-a25e-4193-9d87-0447877e3612 · outbound

This paper cites Hear your face: Face-based voice conversion with f0 estimation,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Hear your face: Face-based voice conversion with f0 estimation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:45.618439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ff8fa4b0-3e6a-4615-84e7-3431fe2206ee · outbound

This paper cites Xe-speech: Joint training framework of non-autoregressive cross-lingual emotional text-to-speech and voice conversion,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Xe-speech: Joint training framework of non-autoregressive cross-lingual emotional text-to-speech and voice conversion,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:45.507465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b207531f-bfe0-47fc-aaa9-414d5ab37577 · outbound

This paper cites Generalized end-to-end loss for speaker verification,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Generalized end-to-end loss for speaker verification,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:45.327519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 77734955-a45a-4452-b122-c527efa05d00 · outbound

This paper cites Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:11:43.619693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f81fb40c-955f-4df5-ac8d-e2d7922cd032 · outbound

This paper cites Prompttts: Control- lable text-to-speech with text descriptions,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Prompttts: Control- lable text-to-speech with text descriptions,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:45.148513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a9b9c98-804c-4b45-ad34-24e4e5525142 · outbound

This paper cites Promptspeaker: Speaker generation based on text descriptions,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Promptspeaker: Speaker generation based on text descriptions,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:44.868869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e391c06-70b0-455d-bc32-99a59adbf865 · outbound

This paper cites PromptTTS 2: Describing and Generating Voices with Text Prompt.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation PromptTTS 2: Describing and Generating Voices with Text Prompt

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:42.535892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b43bb0dc-4675-4d6a-bba7-91ff455a110e · outbound

This paper cites Prompttts++: Controlling speaker identity in prompt-based text-to-speech using natural language descriptions,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Prompttts++: Controlling speaker identity in prompt-based text-to-speech using natural language descriptions,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:44.633586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 20d61d8b-d02a-4020-8f28-7efc009f9d1e · outbound

This paper cites LibriTTS-P: A Corpus with Speaking Style and Speaker Identity Prompts for Text-to-Speech and Style Captioning.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation LibriTTS-P: A Corpus with Speaking Style and Speaker Identity Prompts for Text-to-Speech and Style Captioning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:42.752159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a283c48-535c-4950-b7b7-0d8852c115b4 · outbound

This paper cites LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:42.876333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5ebba29-2c63-438a-80e3-3f52f9783e60 · outbound

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

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:42.989059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7dd9378-99fa-410b-8bc8-f5db5b7c011b · outbound

This paper cites Decoupled Weight Decay Regularization.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Decoupled Weight Decay Regularization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:43.095827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702c8416-4ebe-481d-b412-efcf77986d97 · outbound

This paper cites Cstr vctk corpus: English multi-speaker corpus for cstr voice cloning toolkit (ver- sion 0.92),.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Cstr vctk corpus: English multi-speaker corpus for cstr voice cloning toolkit (ver- sion 0.92),

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:44.442497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f938d0b1-3a39-44db-be2d-0311dbfcb046 · outbound

This paper cites LRS3-TED: a large-scale dataset for visual speech recognition.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation LRS3-TED: a large-scale dataset for visual speech recognition

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:43.229333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46b6d711-48bf-4fcb-9ea6-1c41a6dfecae · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

Vo-Ve: An Explainable Voice-Vector for Speaker Identity Evaluation Robust speech recognition via large-scale weak supervision,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:43.320594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5032c0b2-2a09-4683-a5f0-7fc08725c000 · inbound