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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 (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 phenomenonExamines emotions as a multimodal entity, utilizing a bimodal emotion recognition system of EEG and speech dataDetails the implementation of techniques used for acquiring as well as analyzing EEG and speech signals for emotion recognition

Paperback: 198 pages

Publisher: Academic Press; 1 edition (April 6, 2016)

Language: English

ISBN-10: 012804490X

ISBN-13: 978-0128044902

Product Dimensions: 7.4 x 0.5 x 9.1 inches

Shipping Weight: 15.5 ounces (View shipping rates and policies)

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Best Sellers Rank: #2,517,085 in Books (See Top 100 in Books) #61 in Books > Computers & Technology > Software > Voice Recognition #258 in Books > Computers & Technology > Computer Science > AI & Machine Learning > Neural Networks #1658 in Books > Textbooks > Medicine & Health Sciences > Medicine > Basic Sciences > Neuroscience

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