WST-Graph: Topology-Preserving Wavelet Scattering Front-End for Speech Deepfake Detection.

arXiv:2609.29372v1 Announce Type: cross Abstract: The acoustic front-end determines which forensic cues a speech deepfake detector can exploit. The wavelet scattering transform (WST) provides stable multiscale coefficients with explicit coordinates, yet direct