Acoustic features analysis for explainable machine learning-based audio spoofing detection

Carmen Bisogni, Vincenzo Loia, Michele Nappi, Chiara Pero

Abstract: Highlights•Enhanced spoof audio detection via multi-feature integration.•Employed a lightweight ML framework for real-time applications.•Adopted subject-independent protocols to mitigate biometric bias.•Utilized Explainable AI (XAI) for transparent decision-making.

External IDs:doi:10.1016/j.cviu.2024.104145