Decoding of the speech envelope from EEG using the VLAAI deep neural network

Abstract To investigate the processing of speech in the brain, commonly simple linear models are used to establish a relationship between brain signals and speech features. However, these linear models are ill-equipped to model a highly-dynamic, complex non-linear system like the brain, and they oft...

Full description

Bibliographic Details
Main Authors: Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-27332-2