EEG-based detection of the locus of auditory attention with convolutional neural networks

EEG-based detection of the locus of auditory attention with convolutional neural networks

In a multi-speaker scenario, the human auditory system is able to attend to one particular speaker of interest and ignore the others. It has been demonstrated that it is possible to use electroencephalography (EEG) signals to infer to which speaker someone is attending by relating the neural activit...

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Bibliographic Details
Main Authors: Servaas Vandecappelle, Lucas Deckers, Neetha Das, Amir Hossein Ansari, Alexander Bertrand, Tom Francart
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2021-04-01
Series:eLife
Subjects:
auditory attention detection
electroencephalography
convolutional neural networks
neuro-steered auditory prosthesis
brain-computer interfaces
Online Access:https://elifesciences.org/articles/56481

Internet

https://elifesciences.org/articles/56481

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