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Ghost poisoning: Making users invisible to speaker verification models

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We demonstrate that speaker verification models are amenable to the creation of "ghost speakers." In particular, we devise a model poisoning method based on contrastive learning that causes the system to perform very poorly for a specific individual, while l... ...