Introduction to EEG- and Speech-Based Emotion Recognition
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...
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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.
Bibliographische Angaben
- Autoren: Priyanka A. Abhang , Bharti W. Gawali , Suresh C. Mehrotra
- Verlag: Academic Press
- EAN: 9780128044902
Autoren-Porträt von Priyanka A. Abhang, Bharti W. Gawali, Suresh C. Mehrotra
Ms. Priyanka Abhang has completed her M.Sc. (IT) (2009). She is presently working as a Ph.D. candidate under the guidance of Dr. Bharti Gawali, Professor in Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad (MS), India. Research area entitles as "Study and analysis of emotion recognition through EEG images and speech processing.Dr. Bharti W. Gawali has completed M. Sc. Computer science (1998), Ph. D. (2007), SET (2003). She is presently working as a Professor in Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad (MS), India. More than 60 research papers in reputed journals. She has successfully completed three major research projects on BCI and Speech Processing. She is associated with various professional bodies like FIETE, FIAENG and FISCA etc. Her field of specification are Data compression, Speech and Speaker Recognition, Human computer Interaction, Emotion Recognition, Signature Recognition, Brain Computer Interface, GIS and remote sensing, Medical Image Processing.
Inhaltsverzeichnis zu „Introduction to EEG- and Speech-Based Emotion Recognition “
1. Introduction to Emotion, Electroencephalography and Speech Processing2. Technological Basics of EEG Recording and Operation of Apparatus3. Technical Aspects of Brain Rhythms and Speech Parameters4. Time and Frequency Analysis5. Emotion Recognition6. Multimodal Emotion Recognition7. Proposed EEG - Speech Based Emotion Recognition System: A CASE STUDY8. BCI and its Applications
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