SONAR: Novel Deepfake Detection Method Based on Spectral-Contrastive Audio Residuals

This article introduces SONAR, a new deepfake detection method using spectral-contrastive audio residuals. The research focuses on improving the generalizability of deepfake detection models, an important area given the evolving nature of deepfake creation.