Investigating voiced and unvoiced regions of speech for audio deepfake detection

Ganesh Sivaraman, Hemlata Tak, Elie Khoury

Deep neural network based deepfake detection systems have achieved high levels of accuracy on benchmark datasets and competitions. However, most models lack interpretability. It is…