Imperial College Ear-EEG Dataset for Auditory Attention Decoding

This repository contains the ear-EEG data and the speech material that were used in our publication "Decoding of Selective Attention to Speech From Ear-EEG Recordings" [1].

The data are stored in the archive "icl_earEEG_dataset.zip", which contains:

• audio/ - this directory contains the original speech material from each EEG trial.
• eeg_data.h5: this file contains the unprocessed EEG recordings from each trial, sampled at the original rate of 256 Hz.

The onsets of the EEG and speech material are already aligned - all you need to do is resample the audio (or the features derived therefrom) to the same sample rate as the EEG (256 Hz) in order to obtain time-aligned signals. 

If you use this dataset for your research, please cite this repository as well as the following article:

[1] M. Thornton, D. Mandic, T. Reichenbach, "Decoding of Selective Attention to Speech From Ear-EEG Recordings". submitted. arXiv:2401.05187.