{"product_id":"contemporary-methods-for-speech-parameterization-todor-ganchev-9781441984463","title":"Contemporary Methods for Speech Parameterization","description":"\u003cp\u003e\u003ci\u003eContemporary Methods for Speech Parameterization\u003c\/i\u003e offers a general view of short-time cepstrum-based speech parameterization and provides a common ground for further in-depth studies on the subject. Specifically, it offers a comprehensive description, comparative analysis, and empirical performance evaluation of eleven contemporary speech parameterization methods, which compute short-time cepstrum-based speech features. \u003c\/p\u003e\u003cp\u003eAmong these are five discrete wavelet packet transform (DWPT)-based, six discrete Fourier transform (DFT)-based speech features and some of their variants which have been used on the speech recognition, speaker recognition, and other related speech processing tasks. The main similarities and differences in their computation are discussed and empirical results from performance evaluation in common experimental conditions are presented. The recognition accuracy obtained on the monophone recognition, continuous speech recognition and speaker recognition tasks is contrasted against the one obtained for the well-known and widely used Mel Frequency Cepstral Coefficients (MFCC). \u003c\/p\u003e\u003cp\u003eIt is shown that many of these methods lead to speech features that do offer competitive performance on a certain speech processing setup when compared to the venerable MFCC. The last does not target the promotion of certain speech features but instead aims to enhance the common understanding about the advantages and disadvantages of the various speech parameterization techniques available today and to provide the basis for selection of an appropriate speech parameterization in each particular case.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Todor Ganchev\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1441984461\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781441984463\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/10\/2011\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 114\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.40d\u003c\/p\u003e","brand":"Todor Ganchev","offers":[{"title":"Paperback","offer_id":48518481543423,"sku":"9781441984463","price":49.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f97795c0-a610-4eb2-8ac4-c0392fc818b4.jpg?v=1778734600","url":"https:\/\/www.whiterainbookhouse.com\/products\/contemporary-methods-for-speech-parameterization-todor-ganchev-9781441984463","provider":"WR Book House","version":"1.0","type":"link"}