Channel-Preserving Representation Alignment for EEG-to-Music Reconstruction
cs.SD, cs.AI, eess.AS
Submitted: 2026-06-02
Updated: 2026-09-26
Code: https://github.com/jqin4749/EEG-to-Music
Project page: https://eegmusic626-design.github.io/eegmusic
Terminology
Sources
- Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
- EEG2Mel: Reconstructing Sound from Brain Responses to Music
- MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
- Decoding Natural Images from EEG for Object Recognition
- The GTZAN dataset: Its contents, its faults, their effects on evaluation, and its future use
- CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
- DeeperBrain: A Neuro-Grounded EEG Foundation Model Towards Universal BCI
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