Robust digital processing of speech signals /

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Bibliographic Details
Author / Creator:Kovačević, Branko.
Imprint:Cham : Springer, 2017.
Description:1 online resource : color illustrations
Language:English
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11308082
Hidden Bibliographic Details
ISBN:9783319536132
3319536133
9783319536118
3319536117
Digital file characteristics:text file PDF
Notes:Includes bibliographical references and index.
Online resource; title from PDF title page (EBSCO, viewed June 12, 2017).
Summary: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.
Other form:Print version: Kovačević, Branko. Robust digital processing of speech signals. Cham : Springer, 2017 3319536117 9783319536118
Standard no.:10.1007/978-3-319-53613-2