Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features

Hong Yu, Zheng Hua Tan, Zhanyu Ma, Rainer Martin, Jun Guo

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

18 Citationer (Scopus)
27 Downloads (Pure)
OriginalsprogEngelsk
Artikelnummer8128906
TidsskriftIEEE Transactions on Neural Networks and Learning Systems
Vol/bind29
Udgave nummer10
Sider (fra-til)4633-4644
Antal sider12
ISSN2162-237X
DOI
StatusUdgivet - 1 okt. 2018

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Classifiers
Acoustics
Speech synthesis
Filter banks
Deep neural networks

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keywords = "Constant Q cepstral coefficients (CQCC), deep neural networks (DNNs) classifier, Feature extraction, human log-likelihood (HLL), log-likelihood ratios (LLRs), Mel frequency cepstral coefficient, speaker verification, Speech, spoofing detection., Time-frequency analysis",
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Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features. / Yu, Hong; Tan, Zheng Hua; Ma, Zhanyu; Martin, Rainer; Guo, Jun.

I: IEEE Transactions on Neural Networks and Learning Systems, Bind 29, Nr. 10, 8128906, 01.10.2018, s. 4633-4644.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

TY - JOUR

T1 - Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features

AU - Yu, Hong

AU - Tan, Zheng Hua

AU - Ma, Zhanyu

AU - Martin, Rainer

AU - Guo, Jun

PY - 2018/10/1

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KW - Constant Q cepstral coefficients (CQCC)

KW - deep neural networks (DNNs) classifier

KW - Feature extraction

KW - human log-likelihood (HLL)

KW - log-likelihood ratios (LLRs)

KW - Mel frequency cepstral coefficient

KW - speaker verification

KW - Speech

KW - spoofing detection.

KW - Time-frequency analysis

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JO - I E E E Transactions on Neural Networks and Learning Systems

JF - I E E E Transactions on Neural Networks and Learning Systems

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