{"product_id":"emotion-recognition-using-speech-features-9781461451426","title":"Emotion Recognition Using Speech Features","description":"\u003cp\u003e • Author(s): K. Sreenivasa Rao\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Electronics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\"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. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eDrs. 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. \u003cp\u003eDiscussion 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.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45273802539159,"sku":"9781461451426","price":3633.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781461451426.webp?v=1769237661","url":"https:\/\/atlanticbooks.com\/products\/emotion-recognition-using-speech-features-9781461451426","provider":"Atlantic Books","version":"1.0","type":"link"}