Introduction to EEG and Speech Based Emotion Recognition

Written By Priyanka A. Abhang
Introduction to EEG  and Speech Based Emotion Recognition
  • Publsiher : Academic Press
  • Release : 23 March 2016
  • ISBN : 0128045310
  • Pages : 198 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKIntroduction to EEG and Speech Based Emotion Recognition


Read or download book entitled Introduction to EEG and Speech Based Emotion Recognition written by Priyanka A. Abhang which was release on 23 March 2016, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. 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

Introduction to EEG and Speech Based Emotion Recognition

Introduction to EEG  and Speech Based Emotion Recognition
  • Author : Priyanka A. Abhang,Bharti W. Gawali,Suresh C. Mehrotra
  • Publisher : Academic Press
  • Release Date : 2016-03-23
  • Total pages : 198
  • ISBN : 0128045310
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Summary : 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 ...

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  • Publisher : Springer Nature
  • Release Date : 2020-05-19
  • Total pages : 1988
  • ISBN : 0128045310
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Summary : This book gathers selected high-impact articles from the 1st International Conference on Data Science, Machine Learning & Applications 2019. It highlights the latest developments in the areas of Artificial Intelligence, Machine Learning, Soft Computing, Human–Computer Interaction and various data science & machine learning applications. It brings together scientists and researchers from different ...

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Summary : Download or read online Alzheimer s Dementia Recognition Through Spontaneous Speech written by Fasih Haider,Saturnino Luz,Davida Fromm,Brian MacWhinney, published by Frontiers Media SA which was released on 2021-12-22. Get Alzheimer s Dementia Recognition Through Spontaneous Speech Books now! Available in PDF, ePub and Kindle....

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Summary : This two-volume set (CCIS 1367-1368) constitutes reviewed and selected papers from the 10th International Advanced Computing Conference, IACC 2020, held in December 2020. The 65 full papers and 2 short papers presented in two volumes were thorougly reviewed and selected from 286 submissions. The papers are organized in the following topical sections: Application of Artificial ...

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