Advances in audio anti-spoofing and deepfake detection using graph neural networks and self-supervised learning

Jung, Jee-weon; Shim, Hye-jin; Tak, Hemlata; Wang, Xin
INTERSPEECH 2023, 24th Conference of the International Speech Communication Association, 20-24 August 2023, Dublin, Ireland

This tutorial will delve into the latest advances in audio anti-spoofing and audio deepfake detection, driven by the application of graph neural networks and self-supervised learning. We will provide a comprehensive overview of the latest state-of-the-art techniques, including in-depth analysis and hands-on coding demonstrations. By attending this tutorial, participants will gain a thorough understanding of state-of-the-art audio anti-spoofing models and will be knowledgeable enough to experiment with these models and leverage them as future baselines.


Type:
Tutorial
City:
Dublin
Date:
2023-08-20
Department:
Sécurité numérique
Eurecom Ref:
7404
See also:

PERMALINK : https://www.eurecom.fr/publication/7404