Speech DF Arena standardizes audio deepfake detection benchmarking across 14 datasets and 15 systems, showing that most open-source detectors have high error rates on out-of-domain attacks.
Experimental setup We use readily available pre-trained weights for the open-source models, as released in their original works
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Speech DF Arena: A Leaderboard for Speech DeepFake Detection Models
Speech DF Arena standardizes audio deepfake detection benchmarking across 14 datasets and 15 systems, showing that most open-source detectors have high error rates on out-of-domain attacks.