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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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