Unsupervised Data Drift Monitoring for Deployed Deepfake Speech Detectors

Lukáš Prokeš, Vojtěch Staněk, Anton Firc +1

Deepfake speech detectors are typically evaluated as binary classifiers on fixed benchmarks, but deployed systems face evolving attacks, codecs, speakers, and recording conditions,…