3 papers
eess.AS2026
Neural Encoding Detection is Not All You Need for Synthetic Speech Detection
Luca Cuccovillo, Xin Wang, Milica Gerhardt +1
This paper reviews the current state and emerging trends in synthetic speech detection. It outlines the main data-driven approaches, discusses the advantages and drawbacks of focus…
cs.SD2026
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…
cs.NE2025
What your brain activity says about you: A review of neuropsychiatric disorders identified in resting-state and sleep EEG data
J. E. M. Scanlon, A. Pelzer, M. Gharleghi +6
Electroencephalogram monitoring devices and online data repositories hold large amounts of data from individuals participating in research and medical studies without direct refere…