SAS: A speaker verification spoofing database containing diverse attacks

SAS: A speaker verification spoofing database containing diverse attacks
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DOI:
10.1109/icassp.2015.7178810
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发表时间:
2015-04
期刊:
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
影响因子:
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通讯作者:
Zhizheng Wu;Ali Khodabakhsh;C. Demiroğlu;J. Yamagishi;D. Saito;T. Toda;Simon King
Zhizheng Wu;Ali Khodabakhsh;C. Demiroğlu;J. Yamagishi;D. Saito;T. Toda;Simon King
中科院分区:
其他
文献类型:
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作者:
Zhizheng Wu;Ali Khodabakhsh;C. Demiroğlu;J. Yamagishi;D. Saito;T. Toda;Simon King

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本文介绍了第一个版本的说话人确认欺骗和反欺骗数据库,命名为SAS语料库。该语料库包括九种欺骗技术,其中两种是语音合成,七种是语音转换。我们设计了两个协议,一个用于标准扬声器验证评估,另一个用于生产欺骗材料。因此,它们允许语音合成社区在不了解说话人验证欺骗和反欺骗的情况下逐步产生欺骗材料。为了提供一组初步的结果,我们进行了说话人验证实验,使用两个国家的最先进的系统。在没有任何反欺骗技术的情况下,这两个系统非常容易受到我们的SAS语料库中实施的欺骗攻击。
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.