Segment-level EER overstates deployment readiness for partial fake speech localizers, which drop from 7.6% to above 40% EER on out-of-domain test sets.
Av-deepfake1m: A large-scale llm-driven audio-visual deepfake dataset,
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Robust Localization of Partially Fake Speech: Metrics and Out-of-Domain Evaluation
Segment-level EER overstates deployment readiness for partial fake speech localizers, which drop from 7.6% to above 40% EER on out-of-domain test sets.