Search Results for author: Alessandro Pianese

Found 3 papers, 1 papers with code

Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models

no code implementations3 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.

DeepFake Detection Face Swapping +1

Deepfake audio detection by speaker verification

no code implementations28 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.

Face Swapping Speaker Verification

Audio-Visual Person-of-Interest DeepFake Detection

1 code implementation6 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.

Contrastive Learning DeepFake Detection +1

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