MindMelody: A Closed-Loop EEG-Driven System for Personalized Music Intervention
Driven by the escalating global burden of mental health conditions, music-based interventions have attracted significant attention as a non-invasive, cost-effective modality for emotion regulation and psychological stress relief. However, current digital music services rely on static preferences and fail to adapt to users' instantaneous psychological states. Furthermore, directly mapping electroencephalography (EEG) to music generation remains challenging due to severe paired-data scarcity and a lack of interpretability. To address these limitations, we propose MindMelody, a fully functional, closed-loop real-time system for EEG-driven personalized music intervention. MindMelody introduce...
| Authors | Yimeng Zhang, Yueru Sun, Haoyu Gu et al. |
|---|---|
| Primary category | cs.SD |
| Published | 2 May 2026 |
| Last updated at source | 16 May 2026 |
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