Robust Automatic Speech Recognition

Table of Contents

Cover image

Title page

Copyright

About the Authors

List of Figures

List of Tables

Acronyms

Notations

Chapter 1: Introduction

Abstract

1.1 Automatic Speech Recognition

1.2 Robustness to Noisy Environments

1.3 Existing Surveys in the Area

1.4 Book Structure Overview

Chapter 2: Fundamentals of speech recognition

Abstract

2.1 Introduction: Components of Speech Recognition

2.2 Gaussian Mixture Models

2.3 Hidden Markov Models and the Variants

2.4 Deep Learning and Deep Neural Networks

2.5 Summary

Chapter 3: Background of robust speech recognition

Abstract

3.1 Standard Evaluation Databases

3.2 Modeling Distortions of Speech in Acoustic Environments

3.3 Impact of Acoustic Distortion on Gaussian Modeling

3.4 Impact of Acoustic Distortion ...