Probing Speaker Identity Sensitivity in Audio Deepfake Detectors

Daniyal Kabir Dar, Arun Ross

Audio deepfake detectors are trained to distinguish genuine speech from synthetic speech and often perform well on standard benchmarks. Yet the same detector that achieves less tha…