Attention-Based Ensemble Systems for Component-Level Audio Deepfake Detection in the ESDD2 Challenge

Speaker: Alejandro Delgado Montero. Abstract: The recent Environment-Aware Speech and Sound Deepfake Detection (ESDD2) challenge addresses component-level audio deepfake detection across five classes of independent speech and environmental manipulations. We propose systems applying Multi-Head Feature Aggregation (MHFA) to pretrained self-supervised… Read More