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Author

Sarmad Maqsood

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Book Open access Oct 2026

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...

Ali Amini, Sarmad Maqsood, Irfan Abbas et al. · 0 citations
Book Open access Oct 2026

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...

Ali Amini, Sarmad Maqsood, Irfan Abbas et al. · 0 citations

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