Patrick Aichroth

Open Challenges in Synthetic Speech Detection

2022

In this paper the current status and open challenges of synthetic speech detection are addressed. The work comprises an initial analysis of available open datasets and of existing detection methods, a description of the requirements …

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

2024

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 …