SAS: A speaker verification spoofing database containing diverse attacks

This paper presents the first version of a speaker verification spoofing and anti-spoofing database, named SAS corpus. The corpus includes nine spoofing techniques, two of which are speech synthesis, and seven are voice conversion. We design two protocols, one for standard speaker verification evalu...

Full description

Saved in:
Bibliographic Details
Published in2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) pp. 4440 - 4444
Main Authors Zhizheng Wu, Khodabakhsh, Ali, Demiroglu, Cenk, Yamagishi, Junichi, Saito, Daisuke, Toda, Tomoki, King, Simon
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.04.2015
Subjects
security
speaker verification
Speech
Speech synthesis
spoofing attack
Synthetic aperture sonar
Training
voice conversion
Online AccessGet full text

Cover

More Information
Summary:This paper presents the first version of a speaker verification spoofing and anti-spoofing database, named SAS corpus. The corpus includes nine spoofing techniques, two of which are speech synthesis, and seven are voice conversion. We design two protocols, one for standard speaker verification evaluation, and the other for producing spoofing materials. Hence, they allow the speech synthesis community to produce spoofing materials incrementally without knowledge of speaker verification spoofing and anti-spoofing. To provide a set of preliminary results, we conducted speaker verification experiments using two state-of-the-art systems. Without any anti-spoofing techniques, the two systems are extremely vulnerable to the spoofing attacks implemented in our SAS corpus.
ISSN:1520-6149
2379-190X
DOI:10.1109/ICASSP.2015.7178810