[DOWNLOAD] "Emotion Recognition using Speech Features" by K. Sreenivasa Rao & Shashidhar G. Koolagudi # Book PDF Kindle ePub Free
eBook details
- Title: Emotion Recognition using Speech Features
- Author : K. Sreenivasa Rao & Shashidhar G. Koolagudi
- Release Date : January 07, 2012
- Genre: Electrical Engineering,Books,Professional & Technical,Engineering,Computers & Internet,Computers,Education,Language Arts & Disciplines,
- Pages : * pages
- Size : 3933 KB
Description
“Emotion Recognition Using Speech Features” covers emotion-specific features present in speech and discussion of suitable models for capturing emotion-specific information for distinguishing different emotions. The content of this book is important for designing and developing natural and sophisticated speech systems.
Drs. Rao and Koolagudi lead a discussion of how emotion-specific information is embedded in speech and how to acquire emotion-specific knowledge using appropriate statistical models. Additionally, the authors provide information about using evidence derived from various features and models. The acquired emotion-specific knowledge is useful for synthesizing emotions.
Discussion includes global and local prosodic features at syllable, word and phrase levels, helpful for capturing emotion-discriminative information; use of complementary evidences obtained from excitation sources, vocal tract systems and prosodic features in order to enhance the emotion recognition performance; and proposed multi-stage and hybrid models for improving the emotion recognition performance.
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