Imperial College Ear-EEG Dataset for Auditory Attention Decoding

<p>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].</p> <p>The data are stored in the archive "icl_earEEG_dataset.zip", which contains:</p> <ul> <li>audio/ - this directory contains the original speech material from each EEG trial.</li> <li>eeg_data.h5: this file contains the unprocessed EEG recordings from each trial, sampled at the original rate of 256 Hz.</li> </ul> <p>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.&nbsp;</p> <p>If you use this dataset for your research, please cite this repository as well as the following article:</p> <p>[1] M. Thornton, D. Mandic, T. Reichenbach, "Decoding of Selective Attention to Speech From Ear-EEG Recordings". <em>submitted</em>. arXiv:2401.05187.</p> <div> <div> <div></div> </div> </div>