Robust digital processing of speech signals

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 est...

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Bibliographic Details
Main Author: Kovacević, Branko.
Format: eBook
Language: English
Published: Cham : Springer, 2017.
Subjects:
Speech processing systems.
Signal processing > Digital techniques.
Error-correcting codes (Information theory)
elektronické knihy
electronic books
ISBN: 9783319536132
9783319536118
Physical Description: 1 online resource : color illustrations

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Table of contents

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020 |a 9783319536132  |q (electronic bk.) 
020 |z 9783319536118 
024 7 |a 10.1007/978-3-319-53613-2  |2 doi 
035 |a (OCoLC)990046821  |z (OCoLC)990319233  |z (OCoLC)991430922  |z (OCoLC)996411837  |z (OCoLC)999534793  |z (OCoLC)1005823734  |z (OCoLC)1012051578  |z (OCoLC)1048174326  |z (OCoLC)1058282461  |z (OCoLC)1066474829  |z (OCoLC)1086442885 
100 1 |a Kovacević, Branko. 
245 1 0 |a Robust digital processing of speech signals /  |c Branko Kovacević [and three others]. 
264 1 |a Cham :  |b Springer,  |c 2017. 
300 |a 1 online resource :  |b color illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
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. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
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. 
590 |a SpringerLink  |b Springer Complete eBooks 
650 0 |a Speech processing systems. 
650 0 |a Signal processing  |x Digital techniques. 
650 0 |a Error-correcting codes (Information theory) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Print version:  |a Kovacević, Branko.  |t Robust digital processing of speech signals.  |d Cham : Springer, 2017  |z 3319536117  |z 9783319536118  |w (OCoLC)968662125 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://link.springer.com/10.1007/978-3-319-53613-2  |y Plný text 
992 |c NTK-SpringerENG 
999 |c 100135  |d 100135 
993 |x NEPOSILAT  |y EIZ 

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