Addressing Limited Data in Auditory Attention Decoding with Diffusion Generative Models

David Rannaleet, Victor Gunnarsson, Bo Bernhardsson +2

Limited training data constrains deep learning models for Auditory Attention Decoding (AAD) in hearing aids (HAs). AAD uses electroencephalogram (EEG) data to decode listener's att…