Preprint
Sep 2026
Tracing and Relearning Detection Evidence in Text-to-Speech Systems
Recent audio deepfake detectors separate bona fide speech from synthetic speech, yet it remains unclear which stage of a text-to-speech system supplies the detection evidence. We address this with controlled resynthesis and detector adaptation in an F5-TTS-BigVGAN pipeline. Since vocoder reconstruction of a real mel ca...
Eunji Shin, Kyudan Jung, Jihwan Kim et al.
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