What Survives the Codec Shift: Pooled No-Vocals Residuals for Speech Deepfake Detection.

arXiv:2609.33375v1 Announce Type: cross Abstract: The transition from vocoder-based to neural-codec speech synthesis makes generalization more difficult for speech deepfake detectors, particularly those relying on speech-oriented representations. It remains un