DEVELOPMENT OF A MULTI-SCALE CONVOLUTIONAL ATTENTION ARCHITECTURE (MSCA-NET) FOR AUDIO DEEPFAKE DETECTION USING MEL-SPECTROGRAMS
Advancements in deepfake audio generation are increasingly endangering the reliability of speech biometrics, remote verification processes, and various digital messaging infrastructures. In this regard, the development of effective models that can detect synthetic speech with high accuracy is one of the current scienti...