Xie Tao

Multimodal Fusion for EEG Emotion Recognition in Music with a Multi-Task Learning Framework

This paper proposes a novel EEG-based emotion recognition approach for music, employing a two-stage training framework that integrates emotion representations from music, lyrics, and EEG. First, a modality-specific feature extraction strategy fine-tunes encoders for music and lyrics to extract emoti…