https://scholars.lib.ntu.edu.tw/handle/123456789/639421
標題: | The defender’s perspective on automatic speaker verification: An overview | 作者: | Wu, Haibin Kang, Jiawen Meng, Lingwei Meng, Helen HUNG-YI LEE |
關鍵字: | Adversarial attack | Automatic speaker verification | Partially fake speech | Replay and synthetic speech | Review | 公開日期: | 1-一月-2023 | 卷: | 3597 | 來源出版物: | CEUR Workshop Proceedings | 摘要: | Automatic speaker verification (ASV) plays a critical role in security-sensitive environments. Regrettably, the reliability of ASV has been undermined by the emergence of spoofing attacks, such as replay and synthetic speech, as well as adversarial attacks and the relatively new partially fake speech. While there are several review papers that cover replay and synthetic speech, and adversarial attacks, there is a notable gap in a comprehensive review that addresses defense against adversarial attacks and the recently emerged partially fake speech. Thus, the aim of this paper is to provide a thorough and systematic overview of the defense methods used against these types of attacks. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/639421 | ISSN: | 16130073 |
顯示於: | 電機工程學系 |
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