Navin Kamuni

Fooling the Forgers: A Multi-Stage Framework for Audio Deepfake Detection

Audio deepfakes represent a risk to society as they can deteriorate society’s trust in any audio. In this paper, we present a novel approach for audio deepfake detection using Generative Adversarial Networks (GANs) and contrastive learning in a multi-stage detection framework. In our process, we app…