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Does Audio Deepfake Detection Generalize?
Current text-to-speech algorithms produce realistic fakes of human voices, making deepfake detection a much-needed area of research. …
Nicolas Müller, Pavel Czempin, Franziska Dieckmann, Adam Froghyar, Konstantin Böttinger
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Reducing Exploitability with Population Based Training
Self-play reinforcement learning has achieved state-of-the-art, and often superhuman, performance in a variety of zero-sum games. Yet …
Pavel Czempin, Adam Gleave
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Reducing Exploitability with Population Based Training
Speech is Silver, Silence is Golden: What do ASVspoof-trained Models Really Learn?
We present our analysis of a significant data artifact in the official 2019/2021 ASVspoof Challenge Dataset. We identify an uneven …
Nicolas Müller, Franziska Dieckmann, Pavel Czempin, Roman Canals, Konstantin Böttinger, Jennifer Williams
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