Introduction to EEG- and Speech-Based Emotion Recognition (Paperback)

Introduction to EEG- and Speech-Based Emotion Recognition Methods examines the background, methods, and utility of using electroencephalograms (EEGs) to detect and recognize different emotions. By incorporating these methods in brain-computer interface (BCI), we can achieve more natural, efficient communication between humans and computers. This book discusses how emotional states can be recognized in EEG images, and how this is useful for BCI applications. EEG and speech processing methods are explored, as are the technological basics of how to operate and record EEGs. Finally, the authors include information on EEG-based emotion recognition, classification, and a proposed EEG/speech fusion method for how to most accurately detect emotional states in EEG recordings.

General

Imprint:	Academic Press Inc
Country of origin:	United States
Release date:	March 2016
First published:	2016
Authors:	Priyanka A. Abhang • Bharti Gawali • Suresh C. Mehrotra
Dimensions:	235 x 191 x 14mm (L x W x T)
Format:	Paperback
Pages:	198
ISBN-13:	978-0-12-804490-2
Categories:	Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks Books > Computing & IT > Applications of computing > Audio processing > Speech recognition & synthesis
LSN:	0-12-804490-X
Barcode:	9780128044902

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