{"product_id":"automatic-speech-and-speaker-recognition","title":"Automatic Speech and Speaker Recognition","description":"\u003cb\u003eThis book discusses large margin and kernel methods for speech and speaker recognition\u003c\/b\u003e  \u003cp\u003e\u003ci\u003eSpeech and Speaker Recognition: Large Margin and Kernel Methods\u003c\/i\u003e is a collation of research in the recent advances in large margin and kernel methods, as applied to the field of speech and speaker recognition. It presents theoretical and practical foundations of these methods, from support vector machines to large margin methods for structured learning. It also provides examples of large margin based acoustic modelling for continuous speech recognizers, where the grounds for practical large margin sequence learning are set. Large margin methods for discriminative language modelling and text independent speaker verification are also addressed in this book.\u003c\/p\u003e \u003cp\u003eKey Features:\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eProvides an up-to-date snapshot of the current state of research in this field\u003c\/li\u003e\n\u003cli\u003eCovers important aspects of extending the binary support vector machine to speech and speaker recognition applications\u003c\/li\u003e\n\u003cli\u003eDiscusses large margin and kernel method algorithms for sequence prediction required for acoustic modeling\u003c\/li\u003e\n\u003cli\u003eReviews past and present work on discriminative training of language models, and describes different large margin algorithms for the application of part-of-speech tagging\u003c\/li\u003e\n\u003cli\u003eSurveys recent work on the use of kernel approaches to text-independent speaker verification, and introduces the main concepts and algorithms\u003c\/li\u003e\n\u003cli\u003eSurveys recent work on kernel approaches to learning a similarity matrix from data\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eThis book will be of interest to researchers, practitioners, engineers, and scientists in speech processing and machine learning fields.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":54231690314072,"sku":"9780470696835","price":121.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780470696835.jpg?v=1778543135","url":"https:\/\/agendabookshop.com\/products\/automatic-speech-and-speaker-recognition","provider":"Agenda Bookshop","version":"1.0","type":"link"}