Contemporary Methods for Speech Parameterization

Language: English

Published by Springer, Springer Aug 2011, 2011

1441984461 / 9781441984463

Series: Book 3 of 39 - SpringerBriefs in Speech Technology

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This item is printed on demand - Print on Demand Titel. 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 KG, Sachsenplatz 4-6, 1201 Wien 124 pp. Englisch.

Seller Inventory # 9781441984463

Title
Contemporary Methods for Speech Parameterization
Author
Todor Ganchev
Publisher
Springer, Springer Aug 2011
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1441984461
ISBN 13
9781441984463
Item weight
201 grams
Dimensions
235x155x8 mm
Series
Book 3 of 39: SpringerBriefs in Speech Technology

buchversandmimpf2000

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