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Preemptive defense against re-identification attacks on voice anonymization via adversarial perturbation

Panariello, Michele et al.
arXiv (All) · Papers
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audio-and-speech-processing
Voice anonymization (VA) is used to conceal the voice identities in speech data. Performance is usually estimated using automatic speaker verification (ASV) as a proxy to judge the capability of an attacker to re-identify speakers after anonymization. The defender anonymizes test utterances; the att
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