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Disappeared Command: Spoofing Attack On Automatic Speech Recognition Systems with Sound Masking

2022-04-19 16:26:34
Jinghui Xu, Jiangshan Zhang, Jifeng Zhu, Yong Yang
arXiv_AI
           
Abstract

The development of deep learning technology has greatly promoted the performance improvement of automatic speech recognition (ASR) technology, which has demonstrated an ability comparable to human hearing in many tasks. Voice interfaces are becoming more and more widely used as input for many applications and smart devices. However, existing research has shown that DNN is easily disturbed by slight disturbances and makes false recognition, which is extremely dangerous for intelligent voice applications controlled by voice.

Abstract (translated)

URL

https://arxiv.org/abs/2204.08977

PDF

https://arxiv.org/pdf/2204.08977.pdf

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