Introduction to EEG- and Speech-Based Emotion Recognition
Book Details
Format
Paperback / Softback
ISBN-10
012804490X
ISBN-13
9780128044902
Publisher
Elsevier Science Publishing Co Inc
Imprint
Academic Press Inc
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Mar 22nd, 2016
Print length
198 Pages
Weight
430 grams
Dimensions
19.30 x 23.50 x 1.40 cms
Product Classification:
NeurosciencesNeural networks & fuzzy systemsSpeech recognitionHuman-computer interaction
Ksh 13,300.00
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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.
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