Classification of Silent Speech in English and Bengali Languages Using Stacked Autoencoder

The purpose of a brain–computer interface (BCI) is to enhance or support the normal functions of disabled people, and as such, BCIs have been utilized for a variety of applications, such as prostheses and identification of mental state. One such application concerned with providing a means of commun...

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Veröffentlicht in:	SN computer science Jg. 3; H. 5; S. 389
Hauptverfasser:	Ghosh, Rajdeep, Sinha, Nidul, Phadikar, Souvik
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Singapore Springer Nature Singapore 22.07.2022 Springer Nature B.V
Schlagworte:	Accuracy Brain research Classification Communication Computer Imaging Computer Science Computer Systems Organization and Communication Networks Data Structures and Information Theory Discriminant analysis Electroencephalography English language Fourier transforms Human-computer interface Imagination Information Systems and Communication Service Languages Neural networks Original Research Pattern Recognition and Graphics Principal components analysis Prostheses Signal processing Software Engineering/Programming and Operating Systems Speaking Speech Speech recognition Support vector machines Vision Vowels Deep learning Stacked autoencoder Imagined speech Electroencephalogram Silent speech Brain–computer interface
ISSN:	2661-8907, 2662-995X, 2661-8907
Online-Zugang:	Volltext
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