Marco Fontani

Explainable-by-Design Audio Deepfake Detection via Wiener-Hopf Linear Prediction

Mattia Tamiazzo, Simone Milani, Massimo Iuliani, Marco Fontani

The rapid advancement of synthetic speech generation methods has made audio deepfake detection a critical challenge in multimedia forensics. While recent approaches achieve high detection accuracy, they typically rely on black-box architectures that offer limited interpretability…Read more