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cs.SD2023
SALT: Distinguishable Speaker Anonymization Through Latent Space Transformation
Yuanjun Lv, Jixun Yao, Peikun Chen +3
Speaker anonymization aims to conceal a speaker's identity without degrading speech quality and intelligibility. Most speaker anonymization systems disentangle the speaker represen…
cs.SD2023
Timbre-reserved Adversarial Attack in Speaker Identification
Qing Wang, Jixun Yao, Li Zhang +2
As a type of biometric identification, a speaker identification (SID) system is confronted with various kinds of attacks. The spoofing attacks typically imitate the timbre of the t…
cs.SD2023★ 1 cited
Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification
Qing Wang, Jixun Yao, Ziqian Wang +2
In this study, we propose a timbre-reserved adversarial attack approach for speaker identification (SID) to not only exploit the weakness of the SID model but also preserve the tim…