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Robust digital processing of speech signals

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Robust digital processing of speech signals/ by Branko Kovacevic ... [et al.].
其他作者:	Kovacevic, Branko.
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	xii, 224 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Speech processing systems. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-53613-2
ISBN:	9783319536132

Robust digital processing of speech signals
Robust digital processing of speech signals[electronic resource] /by Branko Kovacevic ... [et al.]. - Cham :Springer International Publishing :2017. - xii, 224 p. :ill., digital ;24 cm.

Modelling of Speech Signal -- Review of Standard Methods -- Fundamentals of Robust Parameter Estimation -- Robust Nonrecursive AR Analysis of Speech Signals -- Robust Recursive AR Analysis of Speech Signals -- Robust Estimation Based on Pattern Recognition -- Application of Robust Estimators in Speech Signal Processing.

This book focuses on speech signal phenomena, presenting a robustification of the usual speech generation models with regard to the presumed types of excitation signals, which is equivalent to the introduction of a class of nonlinear models and the corresponding criterion functions for parameter estimation. Compared to the general class of nonlinear models, such as various neural networks, these models possess good properties of controlled complexity, the option of working in "online" mode, as well as a low information volume for efficient speech encoding and transmission. Providing comprehensive insights, the book is based on the authors' research, which has already been published, supplemented by additional texts discussing general considerations of speech modeling, linear predictive analysis and robust parameter estimation.

ISBN: 9783319536132

Standard No.: 10.1007/978-3-319-53613-2doiSubjects--Topical Terms:

564428
Speech processing systems.

LC Class. No.: TK7882.S65

Dewey Class. No.: 621.399

Robust digital processing of speech signals
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245 0 0 $a Robust digital processing of speech signals $h [electronic resource] / $c by Branko Kovacevic ... [et al.].
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300 $a xii, 224 p. : $b ill., digital ; $c 24 cm.
505 0 $a Modelling of Speech Signal -- Review of Standard Methods -- Fundamentals of Robust Parameter Estimation -- Robust Nonrecursive AR Analysis of Speech Signals -- Robust Recursive AR Analysis of Speech Signals -- Robust Estimation Based on Pattern Recognition -- Application of Robust Estimators in Speech Signal Processing.
520 $a This book focuses on speech signal phenomena, presenting a robustification of the usual speech generation models with regard to the presumed types of excitation signals, which is equivalent to the introduction of a class of nonlinear models and the corresponding criterion functions for parameter estimation. Compared to the general class of nonlinear models, such as various neural networks, these models possess good properties of controlled complexity, the option of working in "online" mode, as well as a low information volume for efficient speech encoding and transmission. Providing comprehensive insights, the book is based on the authors' research, which has already been published, supplemented by additional texts discussing general considerations of speech modeling, linear predictive analysis and robust parameter estimation.
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650 2 4 $a Signal, Image and Speech Processing. $3 670837
650 2 4 $a Language Translation and Linguistics. $3 670050
650 2 4 $a Computational Intelligence. $3 768837
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