From Scores to Evidence: Auditable Decisions Can Improve Speech Deepfake Detection

Mengzhe Geng, Yujia Lu, Patrick Littell +2

Speech deepfake detectors usually emit one score per utterance, but a borderline score does not reveal why two examples differ during retrospective error analysis. We ask whether a…