说话人认证录音回放检测方法综述
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Review on Playback Detection Methods in Speaker Authentication System
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    摘要:

    基于生物特征的身份认证已得到学术界及企业的高度重视,指纹、人脸识别应用已非常普遍,但对于非现场身份认证,语音相对其他生物特征,具有用户接受程度高、拾音设备简单、随时随地可用、数据量小、计算复杂度低等优势,因此基于声纹的身份认证系统应用越来越广泛。另一方面,由于录音回放攻击简单易行,不需要任何专业知识,且随着廉价、高质量的录音/播放装置的日益增多,回放录音与原始音的相似度越来越高,已成为声纹认证系统最主要的攻击手段之一,因此如何识别录音回放等攻击成为说话人认证系统必须面对的问题。本文对录音回放检测方法进入了全面的介绍,通过对各种方法的分析,表明其研究尚处于起步阶段,但需求日益旺盛。

    Abstract:

    Biometric authentication system has been widely used today, including fingerprint and face recognition systems. As for non-spot user authentication, compared with other biometric traits, speech has some advantages, such as high acceptability, low demand on quipments, flexible access anywhere and anytime, low computation complexity and suitability for remote authentication, which promotes the applications of speech based authentication system. However, playback becomes a general risk because of its easy carring out without any training, and the availability of cheap high quality audio recorder and speaker. This paper gives a through review to the methods for playback detection. It shows that the research is at the start point, but the demands are increasing.

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贺前华 潘伟锵 胡永健 朱铮宇 李艳雄 奉小慧.说话人认证录音回放检测方法综述[J].数据采集与处理,2015,30(2):266-274

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  • 在线发布日期: 2015-04-23