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Todor Ganchev - Contemporary Methods for Speech Parameterization - 9781441984463 - V9781441984463
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Contemporary Methods for Speech Parameterization

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Description for Contemporary Methods for Speech Parameterization Paperback. 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. Series: Springerbriefs in Electrical and Computer Engineering / Springerbriefs in Speech Technology. Num Pages: 114 pages, 9 black & white illustrations, 23 colour illustrations, biography. BIC Classification: TTBM; UYQL; UYZG. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 10. Weight in Grams: 200.

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 ... Read more

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.

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Product Details

Format
Paperback
Publication date
2011
Publisher
Springer-Verlag New York Inc. United States
Number of pages
114
Condition
New
Series
Springerbriefs in Electrical and Computer Engineering / Springerbriefs in Speech Technology
Number of Pages
114
Place of Publication
New York, NY, United States
ISBN
9781441984463
SKU
V9781441984463
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

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