Multi-Task Transformer for Explainable Speech Deepfake Detection via Formant Modeling

Viola Negroni, Luca Cuccovillo, Paolo Bestagini +2

In this work, we introduce a multi-task transformer for speech deepfake detection, capable of predicting formant trajectories and voicing patterns over time, ultimately classifying…