ENGLISH

Robust Digital Processing of Speech Signals

By Mladen Veinović , Branko Kovačević , Milan M. Milosavljevic , Milan Marković

Book information

Publisher
Springer
Year
2017
ISBN
3319536117, 9783319536118
Language
english
Format
PDF
Filesize
3 MB (3481117 bytes)
Edition
1st ed. 2017
Pages
224\233
Time added
2018-03-24 21:49:41
Intelligence & Semantics;AI & Machine Learning;ComUsed & Rental Textbooks;Specialty Boutique

Description

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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