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

Author:

Pianese Alessandro1ORCID,Cozzolino Davide1ORCID,Poggi Giovanni1ORCID,Verdoliva Luisa1ORCID

Affiliation:

1. University of Naples Federico II, Naples, Italy

Funder

PNRR

Defense Advanced Research Projects Agency (DARPA)

European Union

Publisher

ACM

Reference36 articles.

1. Shruti Agarwal, Hany Farid, Yuming Gu, Mingming He, Koki Nagano, and Hao Li. 2019. Protecting World Leaders Against Deep Fakes. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. 38--45.

2. Ehab A AlBadawy, Siwei Lyu, and Hany Farid. 2019. Detecting AI-Synthesized Speech Using Bispectral Analysis. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. 104--109.

3. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

4. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations;Baevski Alexei;Advances in Neural Information Processing Systems (NeurIPS),2020

5. Single and Multi-Speaker Cloned Voice Detection: From Perceptual to Learned Features

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