Benchmarking and challenges in security ...
Type de document :
Communication dans un congrès avec actes
DOI :
Titre :
Benchmarking and challenges in security and privacy for voice biometrics
Auteur(s) :
Bonastre, Jean-Francois [Auteur]
Laboratoire Informatique d'Avignon [LIA]
Delgado, Hector [Auteur]
Nuance Communications [Spain]
Evans, Nicholas [Auteur]
Eurecom [Sophia Antipolis]
Kinnunen, Tomi [Auteur]
University of Eastern Finland
Lee, Kong Aik [Auteur]
Institute for Infocomm Research - I²R [Singapore]
Liu, Xuechen [Auteur]
University of Eastern Finland
Speech Modeling for Facilitating Oral-Based Communication [MULTISPEECH]
Nautsch, Andreas [Auteur]
Eurecom [Sophia Antipolis]
Noe, Paul-Gauthier [Auteur]
Laboratoire Informatique d'Avignon [LIA]
Patino, Jose [Auteur]
Eurecom [Sophia Antipolis]
Sahidullah, Md [Auteur]
Speech Modeling for Facilitating Oral-Based Communication [MULTISPEECH]
Srivastava, Brij Mohan Lal [Auteur]
Machine Learning in Information Networks [MAGNET]
Todisco, Massimiliano [Auteur]
Eurecom [Sophia Antipolis]
Tomashenko, Natalia [Auteur]
Laboratoire Informatique d'Avignon [LIA]
Vincent, Emmanuel [Auteur]
Speech Modeling for Facilitating Oral-Based Communication [MULTISPEECH]
Wang, Xin [Auteur]
National Institute of Informatics [NII]
Yamagishi, Junichi [Auteur]
National Institute of Informatics [NII]
Laboratoire Informatique d'Avignon [LIA]
Delgado, Hector [Auteur]
Nuance Communications [Spain]
Evans, Nicholas [Auteur]
Eurecom [Sophia Antipolis]
Kinnunen, Tomi [Auteur]
University of Eastern Finland
Lee, Kong Aik [Auteur]
Institute for Infocomm Research - I²R [Singapore]
Liu, Xuechen [Auteur]
University of Eastern Finland
Speech Modeling for Facilitating Oral-Based Communication [MULTISPEECH]
Nautsch, Andreas [Auteur]
Eurecom [Sophia Antipolis]
Noe, Paul-Gauthier [Auteur]
Laboratoire Informatique d'Avignon [LIA]
Patino, Jose [Auteur]
Eurecom [Sophia Antipolis]
Sahidullah, Md [Auteur]
Speech Modeling for Facilitating Oral-Based Communication [MULTISPEECH]
Srivastava, Brij Mohan Lal [Auteur]
Machine Learning in Information Networks [MAGNET]
Todisco, Massimiliano [Auteur]
Eurecom [Sophia Antipolis]
Tomashenko, Natalia [Auteur]
Laboratoire Informatique d'Avignon [LIA]
Vincent, Emmanuel [Auteur]
Speech Modeling for Facilitating Oral-Based Communication [MULTISPEECH]
Wang, Xin [Auteur]
National Institute of Informatics [NII]
Yamagishi, Junichi [Auteur]
National Institute of Informatics [NII]
Titre de la manifestation scientifique :
SPSC 2021, 1st ISCA Symposium on Security and Privacy in Speech Communication
Organisateur(s) de la manifestation scientifique :
ISCA
Ville :
Magdeburg
Pays :
Allemagne
Date de début de la manifestation scientifique :
2021-11-10
Date de publication :
2021-11-10
Discipline(s) HAL :
Informatique [cs]/Ingénierie assistée par ordinateur
Résumé en anglais : [en]
For many decades, research in speech technologies has focused upon improving reliability. With this now meeting user expectations for a range of diverse applications, speech technology is today omni-present. As result, a ...
Lire la suite >For many decades, research in speech technologies has focused upon improving reliability. With this now meeting user expectations for a range of diverse applications, speech technology is today omni-present. As result, a focus on security and privacy has now come to the fore. Here, the research effort is in its relative infancy and progress calls for greater, multidisciplinary collaboration with security, privacy, legal and ethical experts among others. Such collaboration is now underway. To help catalyse the efforts, this paper provides a high-level overview of some related research. It targets the non-speech audience and describes the benchmarking methodology that has spearheaded progress in traditional research and which now drives recent security and privacy initiatives related to voice biometrics. We describe: the ASVspoof challenge relating to the development of spoofing countermeasures; the VoicePrivacy initiative which promotes research in anonymisation for privacy preservation.Lire moins >
Lire la suite >For many decades, research in speech technologies has focused upon improving reliability. With this now meeting user expectations for a range of diverse applications, speech technology is today omni-present. As result, a focus on security and privacy has now come to the fore. Here, the research effort is in its relative infancy and progress calls for greater, multidisciplinary collaboration with security, privacy, legal and ethical experts among others. Such collaboration is now underway. To help catalyse the efforts, this paper provides a high-level overview of some related research. It targets the non-speech audience and describes the benchmarking methodology that has spearheaded progress in traditional research and which now drives recent security and privacy initiatives related to voice biometrics. We describe: the ASVspoof challenge relating to the development of spoofing countermeasures; the VoicePrivacy initiative which promotes research in anonymisation for privacy preservation.Lire moins >
Langue :
Anglais
Comité de lecture :
Oui
Audience :
Internationale
Vulgarisation :
Non
Projet ANR :
Commentaire :
2021 ISCA Symposium on Security and Privacy in Speech Communication
Collections :
Source :
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- http://arxiv.org/pdf/2109.00281
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- 2109.00281
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- 2109.00281.pdf
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