{"product_id":"emotion-recognition-using-speech-features-von-shashidhar-g-koolagudi-k-sreenivasa-rao","title":"Emotion Recognition using Speech Features","description":"“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. \nIn 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:\n• Global and local prosodic features at syllable, word and phrase levels, helpful for capturing emotion-discriminative information; \n• Exploiting complementary evidences obtained from excitation sources, vocal tract systems and prosodic features in order to enhance the emotion recognition performance; \n• Proposed multi-stage and hybrid models for improving the emotion recognition performance. \nThis 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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461451426\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9781461451426","offer_id":39416908972125,"sku":"9781461451426","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/7b85cff9-22a2-4812-8485-15e54ec39b6f.jpg?v=1775190880","url":"https:\/\/shop.autorenwelt.de\/en\/products\/emotion-recognition-using-speech-features-von-shashidhar-g-koolagudi-k-sreenivasa-rao","provider":"Autorenwelt Shop","version":"1.0","type":"link"}