EEG-based Music Source Extraction

This research explores how EEG signals can help identify which instrument a listener is attending to in mixed music and then guide source extraction with attention-based and temporal convolution architectures.

The current system separates the task into instrument selection and source extraction, with promising early results on MADEEG data.