Classification of Vowels from Imagined Speech with Convolutional Neural Networks

Classification of Vowels from Imagined Speech with Convolutional Neural Networks

Imagined speech is a relatively new electroencephalography (EEG) neuro-paradigm, which has seen little use in Brain-Computer Interface (BCI) applications. Imagined speech can be used to allow physically impaired patients to communicate and to use smart devices by imagining desired commands and then...

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Bibliographic Details
Main Authors: Markus-Oliver Tamm, Yar Muhammad, Naveed Muhammad
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Computers
Subjects:
EEG
imagined speech
machine learning
convolutional neural networks
transfer learning
Online Access:https://www.mdpi.com/2073-431X/9/2/46

Internet

https://www.mdpi.com/2073-431X/9/2/46

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