VoxGuard: Evaluating User and Attribute Privacy in Speech via Membership Inference Attacks

Efthymios Tsaprazlis, Thanathai Lertpetchpun, Tiantian Feng +2

Voice anonymization aims to conceal speaker identity and attributes while preserving intelligibility, but current evaluations rely almost exclusively on Equal Error Rate (EER) that…