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Voice Disguise in Automatic Speaker Recognition

机译:自动语音识别中的语音伪装

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摘要

Humans are able to identify other people's voices even in voice disguise conditions. However, we are not immune to all voice changes when trying to identify people from voice. Likewise, automatic speaker recognition systems can also be deceived by voice imitation and other types of disguise. Taking into account the voice disguise classification into the combination of two different categories (deliberateon-deliberate and electronicon-electronic), this survey provides a literature review on the influence of voice disguise in the automatic speaker recognition task and the robustness of these systems to such voice changes. Additionally, the survey addresses existing applications dealing with voice disguise and analyzes some issues for future research.
机译:即使在语音变相的情况下,人类也能够识别其他人的声音。但是,在尝试从语音中识别出人时,我们并非无法不受所有语音变化的影响。同样,自动语音识别系统也可以通过语音模仿和其他伪装来欺骗。考虑到语音伪装归类为两种不同类别(故意/非故意和电子/非电子)的组合,本调查提供了有关语音伪装在自动说话人识别任务中的影响以及鲁棒性的文献综述。这些系统使声音发生了变化。此外,该调查还解决了处理语音伪装的现有应用,并分析了一些问题以备将来研究。

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