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Emotion Recognition using Speech Features. 2013 ed.

Emotion Recognition using Speech Features. 2013 ed.

・ISBN 978-1-4614-5142-6 paper EUR 49.99

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お気に入り
著者・編者Rao, K. Sreenivasa / Koolagudi, Shashidhar G.,
シリーズ (SpringerBriefs in Speech Technology)
出版社 (Springer-Verlag New York Inc., US)
出版年月2012
ページ数124 pp.
言語ENG
ニュース番号<A05-45912>

解説

"Emotion Recognition Using Speech Features" provides coverage of emotion-specific features present in speech. The author also discusses 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. In this Brief, 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 exploiting multiple evidences derived from various features and models. The acquired emotion-specific knowledge is useful for synthesizing emotions. Features includes discussion of: * Global and local prosodic features at syllable, word and phrase levels, helpful for capturing emotion-discriminative information; * Exploiting complementary evidences obtained from excitation sources, vocal tract systems and prosodic features in order to enhance the emotion recognition performance; * Proposed multi-stage and hybrid models for improving the emotion recognition performance. This brief is for researchers working in areas related to speech-based products such as mobile phone manufacturing companies, automobile companies, and entertainment products as well as researchers involved in basic and applied speech processing research.