{"product_id":"9781461451426","title":"Emotion Recognition using Speech Features","description":"\u003cp\u003e“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. \u003cbr\u003eIn 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:\u003cbr\u003e• Global and local prosodic features at syllable, word and phrase levels, helpful for capturing emotion-discriminative information; \u003cbr\u003e• Exploiting complementary evidences obtained from excitation sources, vocal tract systems and prosodic features in order to enhance the emotion recognition performance; \u003cbr\u003e• Proposed multi-stage and hybrid models for improving the emotion recognition performance. \u003cbr\u003eThis 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.\u003c\/p\u003e","brand":"Springer New York","offers":[{"title":"Default Title","offer_id":47037257089264,"sku":"9781461451426","price":69.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781461451426_p0.jpg?v=1763673939","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781461451426","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}