Introduction to EEG- And Speech-Based Emotion Recognition Contributor(s): Abhang, Priyanka A. (Author), Gawali, Bharti (Author), Mehrotra, Suresh C. (Author) |
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ISBN: 012804490X ISBN-13: 9780128044902 Publisher: Academic Press OUR PRICE: $98.95 Product Type: Paperback Published: March 2016 |
Additional Information |
BISAC Categories: - Computers | Neural Networks - Medical | Neuroscience - Medical | Physiology |
Dewey: 004.019 |
LCCN: 2015960581 |
Physical Information: 0.5" H x 7.4" W x 9.1" (0.93 lbs) 198 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |