Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes

Ivan Kukanov, Janne Laakkonen, Tomi Kinnunen +1

Current speech deepfake detection approaches perform satisfactorily against known adversaries; however, generalization to unseen attacks remains an open challenge. The proliferatio…