_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.
* Provides detailed insight on the science of emotion and the brain
signals underlying this phenomenon
* Examines emotions as a multimodal entity, utilizing a bimodal
emotion recognition system of EEG and speech data
* Details the implementation of techniques used for acquiring as well
as analyzing EEG and speech signals for emotion recognition
Les mer
Produktdetaljer
ISBN
9780128044902
Publisert
2016
Utgiver
Elsevier S & T
Språk
Product language
Engelsk
Format
Product format
Digital bok
Antall sider
198