no code implementations • 3 May 2024 • Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
In this paper we study the potential of large-scale pre-trained models for audio deepfake detection, with special focus on generalization ability.
no code implementations • 28 Sep 2022 • Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Thanks to recent advances in deep learning, sophisticated generation tools exist, nowadays, that produce extremely realistic synthetic speech.
1 code implementation • 6 Apr 2022 • Davide Cozzolino, Alessandro Pianese, Matthias Nießner, Luisa Verdoliva
The aim of this work is to propose a deepfake detector that can cope with the wide variety of manipulation methods and scenarios encountered in the real world.