Ecole d'ingénieur et centre de recherche en Sciences du numérique

Anti-spoofing: Voice conversion

Evans, Nicholas; Alegre, Federico; Wu, Zhizheng; Kinnunen, Tomi

Book chapter in "Encyclopedia of Biometrics", 2nd Edition, Springer, Stan Z. Li and Anil K. Jain, Eds, September 9th, 2014

Voice conversion is a process which converts or transforms one speaker's voice towards that of another. The literature shows that voice conversion can be used to spoof or fool an automatic speaker verification system. State-of-the-art voice conversion algorithms can produce high-quality speech signals in real time and are capable of fooling both human listeners and automatic systems, including text-independent and text-dependent. Furthermore, since converted voice originates from a living person, traditional liveness detection countermeasures are not necessarily effective in detecting such attacks. With today's state-of-the-art algorithms producing high-quality speech with only few indicative processing artifacts, the detection of converted voice can be especially challenging.

Document Doi Bibtex

Titre:Anti-spoofing: Voice conversion
Type:Ouvrage
Langue:English
Ville:
Date:
Département:Sécurité numérique
Eurecom ref:4182
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in Book chapter in "Encyclopedia of Biometrics", 2nd Edition, Springer, Stan Z. Li and Anil K. Jain, Eds, September 9th, 2014 and is available at : http://dx.doi.org/10.1007/978-3-642-27733-7_9111-2
Bibtex: @book{EURECOM+4182, doi = {http://dx.doi.org/10.1007/978-3-642-27733-7_9111-2}, year = {2014}, title = {{A}nti-spoofing: {V}oice conversion}, author = {{E}vans, {N}icholas and {A}legre, {F}ederico and {W}u, {Z}hizheng and {K}innunen, {T}omi}, publisher = {{B}ook chapter in "{E}ncyclopedia of {B}iometrics", 2nd {E}dition, {S}pringer, {S}tan {Z}. {L}i and {A}nil {K}. {J}ain, {E}ds, {S}eptember 9th, 2014}, month = {06}, url = {http://www.eurecom.fr/publication/4182} }
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