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Paper Citation Record · LEDGER

V2S attack: building DNN-based voice conversion from automatic speaker verification

As of 16 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:1908.01454.

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

pith.paper-citation-record.v1
1908.01454 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:14:58.915000Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:48:42.513881Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T21:48:43.105628Z

Reference resolution

32 of 32 outbound references displayed

  • verified exact1
  • verified fuzzy21
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b50dc955-4a75-4eb2-9b9b-df1de91eaccb · outbound

This paper cites white-boxed.

V2S attack: building DNN-based voice conversion from automatic speaker verification white-boxed

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.251195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.806981Z digest=sha256:0b1a75396506a9fee8d26dcb8462414c46010909143a1f2864d28b7402b42995

Observation 4f9a3fe9-97e2-4d24-a0ec-a98c2722e912 · outbound

This paper cites an unresolved cited work.

V2S attack: building DNN-based voice conversion from automatic speaker verification Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:14:59.240863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.811438Z digest=sha256:4990d1edf0be7a765db3355c491208cab0ed6b5c28d9bbe41241c9c8eff62206

Observation d7a1e5d1-8fa2-4d4c-85fc-ca2cae592a60 · outbound

This paper cites an unresolved cited work.

V2S attack: building DNN-based voice conversion from automatic speaker verification Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:14:59.230840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.815026Z digest=sha256:528658cd2dc473428cd6bb687793b237715f1235a9b91e48f778c01d14804853

Observation 6cbfaa06-ad41-431c-85ad-97f443a1ec3d · outbound

This paper cites NonparaVC.

V2S attack: building DNN-based voice conversion from automatic speaker verification NonparaVC

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.221357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.818813Z digest=sha256:4d5aa26c6605a17e7cd8cefe8ac3631bc50bb1dd28a8f59a8ff21b694aa768ff

Observation 927de0ba-8341-4617-b0ed-d8c854c841af · outbound

This paper cites Bold indicates the method preferred more with p-value < 0.

V2S attack: building DNN-based voice conversion from automatic speaker verification Bold indicates the method preferred more with p-value < 0

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.211717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.822714Z digest=sha256:9752f2873c298c50f649df9c6a9789afed67294bdf579271cc02511b851bb067

Observation 6e49af7e-2602-4be7-8b41-62a62ffe694a · outbound

This paper cites Front-end factor analysis for speaker verification,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Front-end factor analysis for speaker verification,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.201772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.826488Z digest=sha256:a7b2592e2995ed7c99881005dc3099f3f0e0c01b708a41c1b0b37b642acf0d6b

Observation 3f64c2bf-9a3c-4df2-8566-308fb9373e6a · outbound

This paper cites Deep neural networks for small footprint text- dependent speaker verification,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Deep neural networks for small footprint text- dependent speaker verification,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.192091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.830176Z digest=sha256:6a1921c5b5064d7d5fd5503897aa62d5de4b8837be57e97a5af46d7692a08fdf

Observation 2d5924e9-95ef-4592-a8aa-d41ed5870a26 · outbound

This paper cites Automatic gain control and multi-style training for ro- bust small-footprint keyword spotting with deep neural networks,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Automatic gain control and multi-style training for ro- bust small-footprint keyword spotting with deep neural networks,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.182498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.833626Z digest=sha256:4036b972bf6ee07b0eae7c21316f198ed741b2942e96706e88275a28b8229eb4

Observation aa4b9dee-96e9-4035-ba39-fd2e683d9b43 · outbound

This paper cites Continuous probabilis- tic transform for voice conversion,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Continuous probabilis- tic transform for voice conversion,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.172876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.837428Z digest=sha256:d3d7f6dda0bea732f7efe33736b13d5ac3bcb02abfe9f4f330eeee710995a3c7

Observation 86bb3122-940d-4e23-9265-44f0e755f8be · outbound

This paper cites V oice conversion bas ed on maximum likelihood estimation of spectral parameter traje ctory,.

V2S attack: building DNN-based voice conversion from automatic speaker verification V oice conversion bas ed on maximum likelihood estimation of spectral parameter traje ctory,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.163131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.840891Z digest=sha256:f6050305f70195dd8a910ac5335aa93047d1f59bccdfc773798aa7adc847a1f6

Observation 187ff110-90ac-47ae-91ee-27896f8ec66c · outbound

This paper cites Statistical parametric speech synthesis incorporating generative adversarial ne tworks,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Statistical parametric speech synthesis incorporating generative adversarial ne tworks,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.152677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.844188Z digest=sha256:7a20cb0a94e28f9eb1009438efa61b8035a3392dbae784643a778b7a3ddfff63

Observation 3ec9dd9b-1bb0-4db8-934d-c11126a6e8d2 · outbound

This paper cites Phonetic post e- riorgrams for many-to-one voice conversion without parall el data training,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Phonetic post e- riorgrams for many-to-one voice conversion without parall el data training,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.143532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.847749Z digest=sha256:3d692eb6aa3059fcad1a95ffa9332bf5c3ff298d745f54cfd48c387a3fe45176

Observation fe7cdc0e-b751-448b-86bb-17e2f7cba57a · outbound

This paper cites V oice conversion using artificial neural net works,.

V2S attack: building DNN-based voice conversion from automatic speaker verification V oice conversion using artificial neural net works,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.133561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.850931Z digest=sha256:a278b91d2a639444992497026aea5ce967de566c9098ea71f8b483216b4b952d

Observation a1ab819a-9e1d-4978-bc96-1ad19c72d1e7 · outbound

This paper cites Non-pa rallel voice conversion using variational autoencoders conditio ned by phonetic posteriorgrams and d-vectors,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Non-pa rallel voice conversion using variational autoencoders conditio ned by phonetic posteriorgrams and d-vectors,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.124038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.854262Z digest=sha256:60eb6e76c5b958980132b7341f80c66512d7cd3b4281a0270432e1f4606d2fd5

Observation 00d82e2e-ca37-497e-b10d-0cecbd7926a7 · outbound

This paper cites Synthetic speech de tec- tion using temporal modulation feature,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Synthetic speech de tec- tion using temporal modulation feature,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.113930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.857371Z digest=sha256:0779d289c78fce461d5215ea535d18f9e52e00af0fec6e2350a6afb22a9276a7

Observation 0c044b66-9c69-482f-b3d8-0b4656290fc5 · outbound

This paper cites Vulnerability in speaker verifi- cation - a study of technical impostor techniques,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Vulnerability in speaker verifi- cation - a study of technical impostor techniques,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.103342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.860646Z digest=sha256:c9e73e118e43f6f775d00015563f3064a90cea754b102b2557947b0eaf4eb3b5

Observation a9c01657-5e38-49a3-9cf5-1effae4ab435 · outbound

This paper cites Can we use speaker recognition technology to attack itself ? en- hancing mimicry attacks using automatic target speaker sel ec- tion,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Can we use speaker recognition technology to attack itself ? en- hancing mimicry attacks using automatic target speaker sel ec- tion,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.093684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.863902Z digest=sha256:99031645c2f8e16b29738a5eeffb05627a529633a32eea5216413207dc54484e

Observation 798c0c1e-1c79-4bbb-8579-2cf5b89dbfa7 · outbound

This paper cites Robust Audio Adversarial Example for a Physical Attack.

V2S attack: building DNN-based voice conversion from automatic speaker verification Robust Audio Adversarial Example for a Physical Attack

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-14T15:14:58.866972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:14:58.866972Z digest=sha256:6881baccc6744caa2ed02ed8922a8ad50ab64d04681ccc48acca525490051e85

Observation 0aa8841f-0953-4641-b3ee-2cde22452ec1 · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

V2S attack: building DNN-based voice conversion from automatic speaker verification Explaining and Harnessing Adversarial Examples

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-14T15:14:58.870764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:14:58.870764Z digest=sha256:425a14516cfd930c29a8aa49c13f95986b9a661a46d0cb49272d10094572ee59

Observation c99c0916-5f67-4891-b825-5a80df4cc363 · outbound

This paper cites Classifier-to-generator atta ck: Esti- mation of training data distribution from classifier,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Classifier-to-generator atta ck: Esti- mation of training data distribution from classifier,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.082244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.874392Z digest=sha256:dff8ef0ebc1661e9ae35f396baed37e9dabca0fcfde05b6813aba71f6ca661bb

Observation e98dd3da-685e-40c3-8e9f-a0a9265f2820 · outbound

This paper cites Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System?.

V2S attack: building DNN-based voice conversion from automatic speaker verification Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System?

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-14T15:14:58.994224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.877942Z digest=sha256:7491f1ffb52e2bb9e8cfb7c9e36ab45791d4de6f2c5f538a3fdca76defc05c24

Observation 044078cb-a128-4763-9596-bb1f0f9baace · outbound

This paper cites Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis.

V2S attack: building DNN-based voice conversion from automatic speaker verification Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-14T15:14:58.881521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:14:58.881521Z digest=sha256:e54b367d8fd2a2af5a9b234cdb123007679fa1f12a3fa1134c5328fdfdc00ff0

Observation 192b4a43-9bd2-4cb2-a71d-2e0f5ecfee05 · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

V2S attack: building DNN-based voice conversion from automatic speaker verification WaveNet: A Generative Model for Raw Audio

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-14T15:14:58.886092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:14:58.886092Z digest=sha256:7f420b9b3f6f230e369b8a5de01ec563136fde588b564ddd1afeb95c87d9d7f3

Observation f6785952-ca32-4363-9b1a-d8cfc77b5628 · outbound

This paper cites End-to-end text-independen t speaker verification with flexibility in utterance duration,.

V2S attack: building DNN-based voice conversion from automatic speaker verification End-to-end text-independen t speaker verification with flexibility in utterance duration,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.071327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.889765Z digest=sha256:b549301c070eae4845a94d76531bb1384187796d568e9019456caa8860ccfb29

Observation e811ad1f-4256-4798-b8a1-3918b15eba30 · outbound

This paper cites Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks.

V2S attack: building DNN-based voice conversion from automatic speaker verification Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-14T15:14:58.892863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:14:58.892863Z digest=sha256:001c273eaa7bd28e119fc08e4159ac2943ec7dc306196f2a23ea94a81f2b1246

Observation 7626d87b-fc65-4e7c-b2c1-1f95140a8a31 · outbound

This paper cites Generative adversarial nets,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Generative adversarial nets,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.060303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.896487Z digest=sha256:4314899f71cf607c5ad43f1c830ff175bb40a62c9dd7c48e5606e9042e083c8e

Observation d638952c-4ced-4642-81a5-9cb7d962c1ba · outbound

This paper cites MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement.

V2S attack: building DNN-based voice conversion from automatic speaker verification MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-14T15:14:58.899500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:14:58.899500Z digest=sha256:19fd0e7b7525baa051ebd732df8e01cd8f97771807ff50aff78b88c9764642de

Observation 15143b0c-e00e-488b-9d42-4904dba39cf5 · outbound

This paper cites DNN-based source enhancement self-optimized by reinforc e- ment learning using sound quality measurements,.

V2S attack: building DNN-based voice conversion from automatic speaker verification DNN-based source enhancement self-optimized by reinforc e- ment learning using sound quality measurements,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.049997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.902851Z digest=sha256:500008539a0410c97357991ca0b42fcbb24f9ab3718f05d71cd6694a001da094

Observation 15029077-7207-4890-9619-b867868278c1 · outbound

This paper cites Kawahara, I.

V2S attack: building DNN-based voice conversion from automatic speaker verification Kawahara, I

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.039828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.906229Z digest=sha256:beed566b639ee248509ca752296b47d580f367e1bbf440e482ede4452501cc2f

Observation 88db3ae6-619b-4788-9b95-b17f07140911 · outbound

This paper cites Rectified linear units improve restricted boltzmann machines,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Rectified linear units improve restricted boltzmann machines,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:14:59.029463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-14T15:14:58.909047Z digest=sha256:029f3e9f61d105fecd9ebe5096cfe8c32efb414257cb0c6c96b4fa6ccfa54189

Observation aacc597a-c8fa-421e-a130-2c83bad4bfe0 · outbound

This paper cites Adaptive subgradien t meth- ods for online learning and stochastic optimization,.

V2S attack: building DNN-based voice conversion from automatic speaker verification Adaptive subgradien t meth- ods for online learning and stochastic optimization,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-14T15:14:58.912047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:14:58.912047Z digest=sha256:3f17175802de5b98aa67ac2d9506261fb9ce83db363f279478b5a81f488cacca

Observation 621016d0-367e-411b-98ae-a2fadcc12b04 · outbound

This paper cites Auto-Encoding Variational Bayes.

V2S attack: building DNN-based voice conversion from automatic speaker verification Auto-Encoding Variational Bayes

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-14T15:14:58.915000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:14:58.915000Z digest=sha256:2fe1e61c0e8c6d1df5eaa9fb1c412f40402044cd0cefd9d6d650776b2433d3b1

Pith citing papers

Observation 6318e78f-f378-4034-8f04-9c6cdb6cccbe · inbound

Evaluating Synthetic Command Attacks on Smart Voice Assistants cites this paper.

Evaluating Synthetic Command Attacks on Smart Voice Assistants V2S attack: building DNN-based voice conversion from automatic speaker verification

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-12T21:48:43.112230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T21:48:42.513881Z digest=sha256:7211d0ba931821b997a6da5d35e18cdc54b602d463ab5755e68078f611eb2aa2