Selective Auditory Attention Detection Using Combined Transformer and Convolutional Graph Neural Networks

Attention is one of many human cognitive functions that are essential in everyday life. Given our limited processing capacity, attention helps us focus only on what matters. Focusing attention on one speaker in an environment with many speakers is a critical ability of the human auditory system. Thi...

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Main Authors: Masoud Geravanchizadeh, Amir Shaygan Asl, Sebelan Danishvar
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-11-01
Serier:Bioengineering
Fag:
selective auditory attention detection
graph neural network
transformer
convolutional neural networks
brain connectivity
hybrid neural networks
Online adgang:https://www.mdpi.com/2306-5354/11/12/1216
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