DiffAttack injects adversarial constraints into the reverse diffusion process of DiffVC, boosting targeted speaker-identification attack success from 28.4% to 65.8% on LibriTTS while retaining speech quality.
Speaker recognition by machines and humans: A tutorial review,
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DiffAttack: Diffusion-based Timbre-reserved Adversarial Attack in Speaker Identification
DiffAttack injects adversarial constraints into the reverse diffusion process of DiffVC, boosting targeted speaker-identification attack success from 28.4% to 65.8% on LibriTTS while retaining speech quality.