Robust Digital Processing of Speech Signals

  • Branko Kovacevic
  • Milan M. Milosavljevic
  • Mladen Veinović
  • Milan Marković

Table of contents

  1. Front Matter
    Pages i-xii
  2. Branko Kovačević, Milan Milosavljević, Mladen Veinović, Milan Marković
    Pages 1-8
  3. Branko Kovačević, Milan Milosavljević, Mladen Veinović, Milan Marković
    Pages 9-27
  4. Branko Kovačević, Milan Milosavljević, Mladen Veinović, Milan Marković
    Pages 29-94
  5. Branko Kovačević, Milan Milosavljević, Mladen Veinović, Milan Marković
    Pages 95-124
  6. Branko Kovačević, Milan Milosavljević, Mladen Veinović, Milan Marković
    Pages 125-154
  7. Branko Kovačević, Milan Milosavljević, Mladen Veinović, Milan Marković
    Pages 155-184
  8. Branko Kovačević, Milan Milosavljević, Mladen Veinović, Milan Marković
    Pages 185-212
  9. Back Matter
    Pages 213-224

About this book

Introduction

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.

Keywords

CELP Coder Digital Speech Signal Processing Linear Modelling of Speech Signals Pattern Recognition for Speech Signals Robust Algorithms for Signal Amplitude Estimation Segmentation of Speech Signals

Authors and affiliations

  • Branko Kovacevic
    • 1
  • Milan M. Milosavljevic
    • 2
  • Mladen Veinović
    • 3
  • Milan Marković
    • 4
  1. 1.University of BelgradeBelgradeSerbia
  2. 2.University of BelgradeBelgradeSerbia
  3. 3.Department of Informatics and ComputingSingidunum UniversityBelgradeSerbia
  4. 4.BelgradeSerbia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-53613-2
  • Copyright Information Academic Mind and Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-53611-8
  • Online ISBN 978-3-319-53613-2
  • About this book
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