The Watermark Shortcut: How Provenance Marking Sabotages Audio Deepfake Detection

Nicolas M. Müller, Nicolas M. Müller, Pascal Debus

Provenance watermarking is increasingly treated as a safeguard for synthetic speech, whether built directly into speech-generation models such as Chatterbox, provided through dedic…