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Paper Citation Record · LEDGER

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks

As of 8 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2507.02606.

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

pith.paper-citation-record.v1
2507.02606 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:29:25.361105Z

measured 53 of 53 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 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

53 of 53 outbound references displayed

  • verified exact5
  • verified fuzzy27
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d138842f-9caf-4b9d-a113-7a23104686be · outbound

This paper cites write newline.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:19.031994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:19.031994Z digest=sha256:1743b117c225e393ad3f99549daea671e714196d16e5db6c6c3291127548ea5e

Observation dffd2e31-e079-45c1-b606-fa5bdce9d100 · outbound

This paper cites I used AI voice cloning to steal £250.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks I used AI voice cloning to steal £250

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:35.467652Z

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.

source=arxiv_source observed=2026-08-06T20:29:19.078849Z digest=sha256:fd00f7a5d1aa8f179e63c663f5f64bdc021f4251b7c716e26e3043fc0e53b902

Observation b03c3b1c-9fbf-4f63-b925-c5162c052d5f · outbound

This paper cites Better speech synthesis through scaling.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Better speech synthesis through scaling

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:19.238058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:19.238058Z digest=sha256:63706146727fa75136f34ff8bd8d41ef57173f2b661cf87196ccf4af63bb9098

Observation 2a54417d-670d-43de-a8bd-957ad549108d · outbound

This paper cites Who Are You ( I Really Wanna Know )? Detecting Audio DeepFakes Through Vocal Tract Reconstruction.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Who Are You ( I Really Wanna Know )? Detecting Audio DeepFakes Through Vocal Tract Reconstruction

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:35.231923Z

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.

source=arxiv_source observed=2026-08-06T20:29:19.373580Z digest=sha256:add5744270d8ff6519d1afeb50c9a6b335b9c04ce14b0850580e6a333f85babb

Observation bedc02e6-ffde-451b-b690-502e0210b424 · outbound

This paper cites D., Junior, A.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks D., Junior, A

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:34.914346Z

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.

source=arxiv_source observed=2026-08-06T20:29:19.462130Z digest=sha256:d9bd82cbeef04bb27136326a88ef26383b2c0ea3fccc68cd9f0bfd0b8266ef4c

Observation 378e4f7d-22db-41a8-9e1e-9138d2b50814 · outbound

This paper cites Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition

Reference 6

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T20:29:27.991672Z

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.

source=arxiv_source observed=2026-08-06T20:29:19.572709Z digest=sha256:cae2c96561443a3581cfe7d4c32aa1ffa278fb23979a9bd6afe4de3a2614a244

Observation 28009729-dc9c-4deb-b382-b3ef8bb2f7e5 · outbound

This paper cites WavMark: Watermarking for Audio Generation.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks WavMark: Watermarking for Audio Generation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:19.624280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:19.624280Z digest=sha256:aa94680442ac45898a72a47faf4f6b7e8044199a1f6ba0ba248c0e59a0ec0501

Observation 1ef87ee9-b082-48b8-8597-733bd8a3ff9e · outbound

This paper cites How I broke into a bank account with an AI -generated voice, 2023.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks How I broke into a bank account with an AI -generated voice, 2023

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:34.642703Z

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.

source=arxiv_source observed=2026-08-06T20:29:19.691970Z digest=sha256:fc0e3cbe91b8c9297756bc6679a71dc7c0764e5a8c233b768794b7fbb7af55b1

Observation 382658a1-d68b-4e3c-aa08-00093c339cb6 · outbound

This paper cites CATCH YOU AND I CAN : Revealing Source Voiceprint Against Voice Conversion.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks CATCH YOU AND I CAN : Revealing Source Voiceprint Against Voice Conversion

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:34.352846Z

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.

source=arxiv_source observed=2026-08-06T20:29:19.763089Z digest=sha256:fc8472c3af867cda68f037ba07f3a8cd08a05ea0f28d52e8f9f755cbea5e31b9

Observation edcca563-043c-4c8f-acc4-97f8239c2cdd · outbound

This paper cites ECAPA-TDNN: emphasized channel attention, propagation and aggregation in TDNN based speaker verification.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks ECAPA-TDNN: emphasized channel attention, propagation and aggregation in TDNN based speaker verification

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:19.834779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:19.834779Z digest=sha256:21610d550e8d7a03f1cc92cccda9da7af7dcc605fe0cd626a4163988e459466d

Observation 16e24423-3040-44b1-9703-08176cf53e1f · outbound

This paper cites Active Defense Against Voice Conversion Through Generative Adversarial Network.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Active Defense Against Voice Conversion Through Generative Adversarial Network

Reference 11

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T20:29:27.704741Z

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.

source=arxiv_source observed=2026-08-06T20:29:19.905238Z digest=sha256:3cb7a07b79eb1a84eefa4853e99fa0b4d3be0b71d552a6104f96a4b31008c39f

Observation e9661d4e-535a-4851-b8ab-0c12f303d0b4 · outbound

This paper cites FTC submits comment to FCC on work to protect consumers from potential harmful effects of AI , 2024.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks FTC submits comment to FCC on work to protect consumers from potential harmful effects of AI , 2024

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:34.016256Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.009693Z digest=sha256:956807dccc787bb5bdba0415033c434e2d02e025727817f01418dbfeb32bc619

Observation cc996e25-0604-47fe-b7a9-36f934c6dce5 · outbound

This paper cites WavePurifier : purifying audio adversarial examples via hierarchical diffusion models.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks WavePurifier : purifying audio adversarial examples via hierarchical diffusion models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:33.724072Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.088072Z digest=sha256:042327920f5b5de23d4e1a9440e8930fff7e2a0c4912d3d073eb832a49b6a5d4

Observation 79da76ee-e24d-4228-bdee-5832f79ec7aa · outbound

This paper cites Y., Lee, H.-y., and Lee, L.-s.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Y., Lee, H.-y., and Lee, L.-s

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:20.158217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:20.158217Z digest=sha256:dfd496474deb91ef04d32896e658624099b0cef2e9db7f7eceba3d37bbd7cf5d

Observation 5366537c-ea94-43af-98e3-0904768e858e · outbound

This paper cites WaveGuard : Understanding and Mitigating Audio Adversarial Examples.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks WaveGuard : Understanding and Mitigating Audio Adversarial Examples

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:33.459512Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.236023Z digest=sha256:ab65d1bd8ced81516a2957726edf7de4de73a746f559f014978ae5a6541f0bcd

Observation 4f5caae0-d117-47a8-beb1-059969a28ada · outbound

This paper cites Speech- Forensics : Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Speech- Forensics : Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis

Reference 16

Resolution
verified exact
doi, observed 2026-08-06T20:29:26.564022Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.295450Z digest=sha256:aa44bd341fb778cd3dc5ecb339687425261a32d84327d53870c90b1eb7fbcc34

Observation e748bf0b-0ad6-4f90-80c9-7201cc3b835e · outbound

This paper cites Transfer learning from speaker verification to multispeaker text-to-speech synthesis.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Transfer learning from speaker verification to multispeaker text-to-speech synthesis

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:33.215099Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.369887Z digest=sha256:895ac81b21b1b040ebacf464d401a47a415fa6862bd57f82316aa5285497b840

Observation c2141ae7-da6a-457a-90e1-983b5cb6b674 · outbound

This paper cites Diffattack: Evasion attacks against diffusion-based adversarial purification.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Diffattack: Evasion attacks against diffusion-based adversarial purification

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:32.981134Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.442517Z digest=sha256:23d7b05cea79c5664d446157b0f8600e658e99b50a3773ac8a1bfe9123055009

Observation f07374d8-29b7-41a5-951f-9274e8c4bd3b · outbound

This paper cites DiffWave : A Versatile Diffusion Model for Audio Synthesis.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks DiffWave : A Versatile Diffusion Model for Audio Synthesis

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:32.669028Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.505595Z digest=sha256:84d1f8d0ac5a297cb234a99ac46a3710c211e0330289f45b744d5074f6a93ba0

Observation 1faf1abc-c8b3-42c9-981b-08dff22e531c · outbound

This paper cites How AI is giving motor neurone disease sufferers their old voices back, 2024.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks How AI is giving motor neurone disease sufferers their old voices back, 2024

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:32.349414Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.595859Z digest=sha256:72b495e0acfd4a9163eb7062edf737e0aa528943ab0edec3dd849fe0cf832d9a

Observation de026056-46a9-48a3-ae81-ba6713247534 · outbound

This paper cites and Kim, D.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks and Kim, D

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:31.977532Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.686586Z digest=sha256:964e115aa26c70b0727f6c1b776902149e57ba0414c3fe1e320b2d6087b20b28

Observation 656cf4df-a8a3-4053-9eb0-41d38145bba5 · outbound

This paper cites and Kim, D.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks and Kim, D

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:20.770507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:20.770507Z digest=sha256:ea9bdbe6a7eb5f8c50a0150acba2ba2b57dd19dea992bef83ca78990ac5a190a

Observation c6d87712-371d-424f-b7fe-330548d61a30 · outbound

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

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Freevc: Towards high-quality text-free one-shot voice conversion

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:31.600451Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.837144Z digest=sha256:536d78eb337fc30dc2fac96bb7b6db690843fe022ac5ff4ea7e0a1487e898d0d

Observation 7f9252d5-176e-4233-a9db-a86372491edb · outbound

This paper cites Voice Guard : Protecting Voice Privacy with Strong and Imperceptible Adversarial Perturbation in the Time Domain.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Voice Guard : Protecting Voice Privacy with Strong and Imperceptible Adversarial Perturbation in the Time Domain

Reference 24

Resolution
verified exact
doi, observed 2026-08-06T20:29:26.274684Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.876429Z digest=sha256:180c6fcf297641894c00401529985090cf26102a50bdcee057f3847c07e4ab0d

Observation 2dd094ed-f134-4040-9b78-b6ae95caacce · outbound

This paper cites SafeEar : Content Privacy - Preserving Audio Deepfake Detection.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks SafeEar : Content Privacy - Preserving Audio Deepfake Detection

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:31.330317Z

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.

source=arxiv_source observed=2026-08-06T20:29:20.943668Z digest=sha256:05ae4831362a813b971e4a9de65b5ba55885095e7be9c40dd0eea9afb4f71878

Observation 2afd8275-1d95-44e8-b311-11a1e426870e · outbound

This paper cites Detecting Voice Cloning Attacks via Timbre Watermarking.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Detecting Voice Cloning Attacks via Timbre Watermarking

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:20.992441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:20.992441Z digest=sha256:9a3a7e95a80b9149d143561606033c5f588c9c4142626d705b1fb93d726c7d8a

Observation 9f9872d1-24ce-41d6-8e04-0265e059ac42 · outbound

This paper cites Zero-shot Voice Conversion with Diffusion Transformers.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Zero-shot Voice Conversion with Diffusion Transformers

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:21.074104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:21.074104Z digest=sha256:653b093ce34ad1b18160e5075f060f6ac71a1833639803c1adfb134d75ae1c45

Observation 93f3945f-63c9-4e2d-9294-d7707c39f31a · outbound

This paper cites GROOT : Generating Robust Watermark for Diffusion - Model - Based Audio Synthesis.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks GROOT : Generating Robust Watermark for Diffusion - Model - Based Audio Synthesis

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:31.102970Z

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.

source=arxiv_source observed=2026-08-06T20:29:21.226702Z digest=sha256:3fd6fd558b712e14fe74748b8f5aeefdb8456e3acd7d0ea1472434a81b1afe32

Observation 97b08050-98ef-4c4f-a093-bf3f20fe81ad · outbound

This paper cites Protecting Your Voice from Speech Synthesis Attacks.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Protecting Your Voice from Speech Synthesis Attacks

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:21.410502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:21.410502Z digest=sha256:2ce295c8a87422cf1df97d4c12c5a675fabb6d1ca9d8c7e16369da5272a136b1

Observation 2eedf59b-7347-4049-bba1-bb7bfc92e05b · outbound

This paper cites Montreal forced aligner: Trainable text-speech alignment using kaldi.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Montreal forced aligner: Trainable text-speech alignment using kaldi

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:21.573703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:21.573703Z digest=sha256:136745c0cc1c23a55647a86b27f59002b7dacbb6548a52737d7e15170f5540dc

Observation 21c26a4d-a5e9-45d4-a4c1-ccc6a50f087c · outbound

This paper cites NISQA: A deep cnn-self-attention model for multidimensional speech quality prediction with crowdsourced datasets.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks NISQA: A deep cnn-self-attention model for multidimensional speech quality prediction with crowdsourced datasets

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:21.751635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:21.751635Z digest=sha256:ccf31c379b53350d16cddede7d60d497baf33f67caf71f515800e69ebe3e4b72

Observation 84c827ee-60f8-46b4-aa2a-02246e2c6259 · outbound

This paper cites an unresolved cited work.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:29:30.979146Z

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.

source=arxiv_source observed=2026-08-06T20:29:21.912794Z digest=sha256:b21758216c756acf1740d86fe53aa8403a6d6cb2c17fefcbc273b137f9d06f3a

Observation e6a8c723-559a-44c8-bf8b-fbc30f318450 · outbound

This paper cites Diffusion models for adversarial purification.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Diffusion models for adversarial purification

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:30.843549Z

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.

source=arxiv_source observed=2026-08-06T20:29:22.102760Z digest=sha256:23541d84bda3f31180a07a4e5ddddcb6aac02e0261c88249b216cac013be4f8b

Observation 798a9a83-f588-4ed1-8b14-ed922369f203 · outbound

This paper cites Navigating the challenges and opportunities of synthetic voices, 2024.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Navigating the challenges and opportunities of synthetic voices, 2024

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:30.714479Z

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.

source=arxiv_source observed=2026-08-06T20:29:22.304968Z digest=sha256:f64e202d16b2e850fc2099213b42546e06cdd4f2957eff2bcdaf3c7e599574a6

Observation 8bccfd19-8ea8-4f88-bf91-76f9f4dc7fd2 · outbound

This paper cites Librispeech: an asr corpus based on public domain audio books.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Librispeech: an asr corpus based on public domain audio books

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:30.576271Z

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.

source=arxiv_source observed=2026-08-06T20:29:22.470598Z digest=sha256:1f4f28a97b2a6ca4e0e9856e8f7062c1df91fe9b436f15b726fb3ff7d603c625

Observation d35500c3-7ae3-4065-aa6f-691ab9e3e9ac · outbound

This paper cites Grad- TTS : A Diffusion Probabilistic Model for Text -to- Speech.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Grad- TTS : A Diffusion Probabilistic Model for Text -to- Speech

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:30.429290Z

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.

source=arxiv_source observed=2026-08-06T20:29:22.636916Z digest=sha256:cad47330750c23e9fba50ed9334960ba6a7b0f14937a38167b007562ec32663c

Observation 019ee087-d6f0-4deb-9fa6-1dffe6e8457a · outbound

This paper cites S., and Wei, J.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks S., and Wei, J

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:30.269333Z

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.

source=arxiv_source observed=2026-08-06T20:29:22.768280Z digest=sha256:38987e6e89e35504807eac70a9882b1ce4206f315b17df72827abf6ba2038552

Observation ebe97a67-c62b-4ead-bb94-6b7ec5eeb9d6 · outbound

This paper cites Elevenlabs, 2025.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Elevenlabs, 2025

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:30.071592Z

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.

source=arxiv_source observed=2026-08-06T20:29:22.939411Z digest=sha256:39059e39e935fc55668b6382a4763595f8f66e79b47d9b69e3e382065949e49d

Observation 7991c998-6c6d-4c5b-949a-1aafc5569d87 · outbound

This paper cites OpenVoice: Versatile Instant Voice Cloning.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks OpenVoice: Versatile Instant Voice Cloning

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:23.108689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:23.108689Z digest=sha256:a54430d269209f2a740086faa55f184472fb326be4b5a14979364a4ef5979aee

Observation cafaf091-8f7d-48c4-8ba0-c2348baaecfa · outbound

This paper cites Who is Speaking Actually ? Robust and Versatile Speaker Traceability for Voice Conversion.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Who is Speaking Actually ? Robust and Versatile Speaker Traceability for Voice Conversion

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:29.763644Z

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.

source=arxiv_source observed=2026-08-06T20:29:23.260329Z digest=sha256:042c6c19fbddfa6a5b269dcac900290fb41ccffb9119a8436b85a786ef8237ac

Observation f4fbd31b-75bd-4933-900b-7ce36b7fed91 · outbound

This paper cites Proactive Detection of Voice Cloning with Localized Watermarking.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Proactive Detection of Voice Cloning with Localized Watermarking

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:29.403808Z

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.

source=arxiv_source observed=2026-08-06T20:29:23.532418Z digest=sha256:832bc7c68e2f74e7068110235bdef4116cb312467c9c51bca2e0c335b7a0aa1d

Observation 9c3cff39-b034-42d3-aaf8-e1102a5a7cce · outbound

This paper cites and Solin, A.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks and Solin, A

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:29.096429Z

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.

source=arxiv_source observed=2026-08-06T20:29:23.686786Z digest=sha256:1d312f850dd8ba439c1db6e708085e6bbf8673e51dfe3a1a0bb603791705e5ec

Observation 8565a2eb-7350-4cf3-be00-362d275d7988 · outbound

This paper cites P., Kumar, A., Ermon, S., and Poole, B.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks P., Kumar, A., Ermon, S., and Poole, B

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:23.854074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:23.854074Z digest=sha256:73170876444479cbcd2babd4803562ca1f866b2cb1c313e1eeffa85c74bffd78

Observation 6a046a83-36f1-4e20-8e0e-ffa724e59ca1 · outbound

This paper cites DualPure : An Efficient Adversarial Purification Method for Speech Command Recognition.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks DualPure : An Efficient Adversarial Purification Method for Speech Command Recognition

Reference 44

Resolution
verified exact
doi, observed 2026-08-06T20:29:26.048850Z

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.

source=arxiv_source observed=2026-08-06T20:29:24.015787Z digest=sha256:71dc0b82c568a97a0fccc73ec1c05e0c525740d54991a53b3bfba16c71018635

Observation eb1e6dca-7597-4d80-949d-c5ba69a5d42c · outbound

This paper cites The diverse environments multi-channel acoustic noise database (demand): A database of multichannel environmental noise recordings.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks The diverse environments multi-channel acoustic noise database (demand): A database of multichannel environmental noise recordings

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:28.841328Z

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.

source=arxiv_source observed=2026-08-06T20:29:24.194915Z digest=sha256:9369ff51d7ef1b29146b8708006af8720b83725610425ae17e82f26e89e3e9a4

Observation 4f70b1aa-a1b5-46d2-8c34-11a6666fc045 · outbound

This paper cites Diffusion- Based Mel - Spectrogram Enhancement for Personalized Speech Synthesis with Found Data.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Diffusion- Based Mel - Spectrogram Enhancement for Personalized Speech Synthesis with Found Data

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:24.344954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:24.344954Z digest=sha256:50ec5c7ba3f1410013e557d9e68e6cd06ca966a558fac3bf1db1ccfb3510caa0

Observation 75af0126-8154-4a37-a02e-323438d8dfd2 · outbound

This paper cites an unresolved cited work.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:29:28.550342Z

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.

source=arxiv_source observed=2026-08-06T20:29:24.542970Z digest=sha256:b392a2cfe5cf7ee73779d256107262274df33b179dffbb0cbfb3a646a52ccf93

Observation 8f42512e-2ca6-472f-8944-b8908c833b7e · outbound

This paper cites VSMask : Defending Against Voice Synthesis Attack via Real - Time Predictive Perturbation.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks VSMask : Defending Against Voice Synthesis Attack via Real - Time Predictive Perturbation

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:24.701640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:24.701640Z digest=sha256:9c1c0aa1e67eeb21239faf271415b5acdbdb4ec1663af1b02eba62d9be60ef09

Observation f569a9ca-891a-4f9c-98b5-e2d565672bc4 · outbound

This paper cites Speech enhancement with score-based generative models in the complex STFT domain.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Speech enhancement with score-based generative models in the complex STFT domain

Reference 49

Resolution
verified exact
doi, observed 2026-08-06T20:29:25.780007Z

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.

source=arxiv_source observed=2026-08-06T20:29:24.813500Z digest=sha256:1e914d4bfc202b4959cfeba55fd576b0daa5c16bf98994f1f8f451d29cdfd63b

Observation fc83d694-236f-49b6-8a68-5f5dea94c442 · outbound

This paper cites Hello , It 's Me.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Hello , It 's Me

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T20:29:24.933980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:29:24.933980Z digest=sha256:2e8adadd3f4161f9ef2ca3afc5c6bb9a4a3e4e245238493ee2f1deccdd4ec73e

Observation 4ed07379-c417-4397-84ab-eb9d1583e244 · outbound

This paper cites Defending against adversarial audio via diffusion model.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks Defending against adversarial audio via diffusion model

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:29:28.267801Z

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.

source=arxiv_source observed=2026-08-06T20:29:25.082462Z digest=sha256:b625def07ab9107bafca30572008a4884944ae8ba8d411ff2a19534892a58431

Observation c3a982a2-d610-455d-9126-9483e58b09cc · outbound

This paper cites G., Wu, Y.-T., Su, B.-H., and Lee, C.-C.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks G., Wu, Y.-T., Su, B.-H., and Lee, C.-C

Reference 52

Resolution
verified exact
doi, observed 2026-08-06T20:29:25.572003Z

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.

source=arxiv_source observed=2026-08-06T20:29:25.256332Z digest=sha256:a74fd1a17b76ceb215f60282e50c043926006f72f67a755df524259570bce75f

Observation 11b769a2-f41a-4595-8c0a-d3ffb64c385a · outbound

This paper cites AntiFake : Using Adversarial Audio to Prevent Unauthorized Speech Synthesis.

De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks AntiFake : Using Adversarial Audio to Prevent Unauthorized Speech Synthesis

Reference 53

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T20:29:26.927047Z

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.

source=arxiv_source observed=2026-08-06T20:29:25.361105Z digest=sha256:4b7e172596c362237de9b64bc070651bb6351903070a3ec52ddcc64352f36d14

Pith citing papers

No inbound Pith citation observations are available.