Milica Gerhardt

Audio Transformer for Synthetic Speech Detection via Formant Magnitude and Phase Analysis

This paper introduces a novel multi-task transformer for synthetic speech detection. The network encodes magnitude and phase of the input speech with a feature bottleneck, used to autoencode the input magnitude, to predict the trajectory of the fundamental frequency (f0), and to discern if the input…