EEG2Mel: Reconstructing Sound from Brain Responses to Music. (arXiv:2207.13845v1 [cs.SD])

Information retrieval from brain responses to auditory and visual stimuli has
shown success through classification of song names and image classes presented
to participants while recording EEG signals. Information retrieval in the form
of reconstructing auditory stimuli has also shown some success, but here we
improve on previous methods by reconstructing music stimuli well enough to be
perceived and identified independently. Furthermore, deep learning models were
trained on time-aligned music stimuli spectrum for each corresponding
one-second window of EEG recording, …

arxiv brain music responses sound