Multi-Scale Spatiotemporal EEG and Self-Supervised Audio Fusion: A Mixture-of-Experts Approach to Continuous Affect
Emotion-aware human–computer interaction increasingly relies on continuous emotion recognition (CER) to track affective states over time. This paper investigates continuous valence prediction on the MAHNOB-HCI database using a multimodal EEG+audio framework. The proposed model combines (i) a hierarchical spatiotemporal...