Introduction to EEG- and Speech-Based Emotion Recognition

— —

Priyanka A. Abhang (Dr. Babasaheb Ambedkar Marathwada University, Maharashtra, India) Bharti W. Gawali (Dr. Babasaheb Ambedkar Marathwada University, Maharashtra, India)

Introduction to EEG- and Speech-Based Emotion Recognition

Priyanka A. Abhang (Dr. Babasaheb Ambedkar Marathwada University, Maharashtra, India), Bharti W. Gawali (Dr. Babasaheb Ambedkar Marathwada University, Maharashtra, India), Suresh C. Mehrotra (Dr. Babasaheb Ambedkar Marathwada University, Maharashtra, India)

$126.95

Paperback

Not in-store but you can order this
How long will it take?

Availability Information

We source books from suppliers in Australia and overseas. For books we don't currently have in stock, the time it takes to get them from our suppliers can vary widely - from a few days to a few months - so we check each book with each supplier to determine the expected time it will take to be supplied to us.

We then advise you accordingly. If the time taken to get any book is too long for you, you can let us know and we will cancel or adjust your order, and refund as required.

To find out the anticipated arrival time for specific items prior to ordering, please contact us by phone or email:

Phone +61 2 9264 3111, or 1800 4 BOOKS (1800 4 26657) if outside Sydney:
option 1 Abbey's Bookshop (Crime, History, Science, Kids & more) • info@abbeys.com.au
option 2 Language Book Centre (ESL & Foreign Languages) • language@abbeys.com.au
option 3 Galaxy Bookshop (Sci-fi, Fantasy, Romance, Graphic Novels) • sf@galaxybooks.com.au

QTY:

English

Academic Press Inc
23 March 2016

Neurosciences; Neural networks & fuzzy systems; Speech recognition; Human-computer interaction

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.

By: Priyanka A. Abhang (Dr. Babasaheb Ambedkar Marathwada University Maharashtra India), Bharti W. Gawali (Dr. Babasaheb Ambedkar Marathwada University, Maharashtra, India), Suresh C. Mehrotra (Dr. Babasaheb Ambedkar Marathwada University, Maharashtra, India)
Imprint: Academic Press Inc
Country of Publication: United States
Dimensions: Height: 235mm, Width: 191mm, Spine: 13mm
Weight: 410g
ISBN: 9780128044902
ISBN 10: 012804490X
Pages: 198
Publication Date: 23 March 2016
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

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. Dr. Suresh Chandra Mehrotra has completed M. Sc. Physics (1970), Ph.D. (1975), Post Doctorate (Welch Foundation Fellow) (1974-75). Now his designation as Srinivasa Ramanujan Geospatial Chair Professor. He is recipient of Career Award, FOM, Alexander Von Humboldt Fellowship, F.N.A.Sc. He is a fellow and life member of Indian Physics Association (IPA), Indian Laser Association (ILA), Indian Science Congress Association, and IETE. He has also been awarded with Best Teacher Award from Maharashtra (MS) state. More than 239 research papers are published in reputed journals and conferences, and 5 books to his credit. He has organized 7 conferences/workshop and seminar as Chairman/Convener. He has successfully completed Eight Research Project. His fields of specializations are Microwaves Interaction with Matter, Time Domain Spectroscopy Pattern Recognition, Brain Computer Interfacing, Medical Instrumentation, Human Computer Interface, Speech Processing, Signal Processing, Remote sensing and GIS, Hyper Spectral Image Processing.