(eBook PDF) Introduction to EEG- and Speech-Based Emotion Recognition – Digital Ebook – Instant Delivery Download
Product details:
- ISBN-10 : 012804490X
- ISBN-13 : 978-0128044902
- Author: Priyanka A. Abhang, Bharti W. Gawali, Suresh C. Mehrotra
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.
Table contents:
Chapter 1. Introduction to Emotion, Electroencephalography, and Speech Processing
Chapter 2. Technological Basics of EEG Recording and Operation of Apparatus
Chapter 3. Technical Aspects of Brain Rhythms and Speech Parameters
Chapter 4. Time and Frequency Analysis
Chapter 5. Emotion Recognition
Chapter 6. Multimodal Emotion Recognition
Chapter 7. Proposed EEG/Speech-Based Emotion Recognition System: A Case Study
Chapter 8. Brain–Computer Interface Systems and Their Applications
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