Number of the records: 1
Robust Digital Processing of Speech Signals
Title statement Robust Digital Processing of Speech Signals [electronic resource] / by Branko Kovacevic, Milan M. Milosavljevic, Mladen Veinović, Milan Marković. Publication Cham : Springer International Publishing : Imprint: Springer, 2017. Phys.des. XII, 224 p. 54 illus. online resource. ISBN 9783319536132 Contents 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. Notes to Availability Přístup pouze pro oprávněné uživatele Another responsib. Milosavljevic, Milan M. Veinović, Mladen. Marković, Milan. Another responsib. SpringerLink (Online service) Subj. Headings Engineering. * Computational linguistics. * Computational intelligence. Form, Genre elektronické knihy electronic books Country Německo Language angličtina Document kind Electronic books URL Plný text pro studenty a zaměstnance UPOL book
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.
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.
Number of the records: 1