Introduction to EEG and Speech Based Emotion Recognition

  • Author : Priyanka A. Abhang
  • Publsiher : Academic Press
  • Release : 23 March 2016
  • ISBN : 9780128045312
  • Page : 198 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Introduction to EEG and Speech Based Emotion Recognition written by Priyanka A. Abhang and published by Academic Press. This book was released on 23 March 2016 with total page 198 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : 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

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