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This volume compares traditional and contemporary speech parameterization techniques used in speech and speaker recognition tasks. The author offers a comprehensive description of the ten most widely used frame-based short-term spectrum analysis techniques.
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Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.
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Analysis of Speech Parameterization compares traditional and contemporary speech parameterization techniques used in speech and speaker recognition tasks. The author offers a comprehensive description and comparative evaluation of the ten most widely used frame-based short-term spectrum analysis techniques, among which are a number traditional and recent Fourier transform- and some competitive wavelet packets transform- based schemes. The influence and the proper choice of a basic function for the wavelet packets -based speech parameterizations is discussed and illustrated through a comparative evaluation of nine different basis wavelet functions on the speaker verification task. The book intends to serve the large community of speech processing researchers and practitioners, working in the field of speech and speaker recognition, in order to familiarize them with the wide range of available speech parameterization techniques.
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Contemporary Methods for Speech Parameterization
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Zustand: Sehr gut. Zustand: Sehr gut | Seiten: 124 | Sprache: Englisch | Produktart: Bücher. Artikel-Nr. 10784895/12
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Contemporary Methods for Speech Parameterization
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Springer New York, Springer US Aug 2011, 2011
ISBN 10: 1441984461
ISBN 13: 9781441984463
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Taschenbuch. Zustand: Neu. Neuware -Contemporary Methods for Speech Parameterization 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.Among 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).It 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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 124 pp. Englisch. Artikel-Nr. 9781441984463
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Contemporary Methods for Speech Parameterization
Verlag:
Springer New York, Springer US, 2011
ISBN 10: 1441984461
ISBN 13: 9781441984463
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Taschenbuch
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Contemporary Methods for Speech Parameterization 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. Among 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). It 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. Artikel-Nr. 9781441984463
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Contemporary Methods for Speech Parameterization (SpringerBriefs in Speech Technology)
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Contemporary Methods for Speech Parameterization
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Paperback. Zustand: Brand New. 124 pages. 8.75x6.00x0.25 inches. In Stock. Artikel-Nr. x-1441984461
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