Sound Capture and Processing : Practical Approaches
by Ivan Jelev Tashev (Speech Technologies Group)-
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Summary
Table of Contents
| About the Author | |
| Foreword | |
| Preface | |
| Acknowledgements | |
| Introduction | |
| The Need for, and Consumers of, Sound Capture and Audio Processing Algorithms | |
| Typical Sound Capture System | |
| The Goal of this Book and its Target Audience | |
| Prerequisites | |
| Book Structure | |
| Exercises | |
| Basics | |
| Noise: Definition, Modeling, Properties | |
| Signal: Definition, Modeling, Properties | |
| Classification: Suppression, Cancellation, Enhancement | |
| Sampling and Quantization | |
| Audio Processing in the Frequency Domain | |
| Bandwidth Limiting | |
| Signal-to-Noise-Ratio: Definition and Measurement | |
| Subjective Quality Measurement | |
| Other Methods for Quality and Enhancement Measurement | |
| Summary | |
| Bibliography | |
| Sound and Sound Capturing Devices | |
| Sound and Sound Propagation | |
| Microphones | |
| Omnidirectional and Pressure Gradient Microphones | |
| Parameter Definitions | |
| First-order Directional Microphones | |
| Noise-canceling Microphones and the Proximity Effect | |
| Measurement of Microphone Parameters | |
| Microphone Models | |
| Summary | |
| Bibliography | |
| Single-channel Noise Reduction | |
| Noise Suppression as a Signal Estimation Problem | |
| Suppression Rules | |
| Uncertain Presence of the Speech Signal | |
| Estimation of the Signal and Noise Parameters | |
| Architecture of a Noise Suppressor | |
| Optimizing the Entire System | |
| Specialized Noise-reduction Systems | |
| Practical Tips and Tricks for Noise Suppression | |
| Summary | |
| Bibliography | |
| Sound Capture with Microphone Arrays | |
| Definitions and Types of Microphone Array | |
| The Sound Capture Model and Beamforming | |
| Terminology and Parameter Definitions | |
| Time-invariant Beamformers | |
| Channel Mismatch and Handling | |
| Adaptive Beamformers | |
| Microphone-array Post-processors | |
| Specific Algorithms for Small Microphone Arrays | |
| Summary | |
| Bibliography | |
| Sound Source Localization and Tracking with Microphone Arrays | |
| Sound Source Localization | |
| Sound Source Localization from a Single Frame | |
| Post-processing Algorithms | |
| Practical Approaches and Tips | |
| Summary | |
| Bibliography | |
| Acoustic Echo-reduction Systems | |
| General Principles and Terminology | |
| LMS Solution for Acoustic Echo Cancellation | |
| NLMS and RLS Algorithms | |
| Double-talk Detectors | |
| Non-linear Acoustic Echo Cancellation | |
| Acoustic Echo Suppression | |
| Multichannel Acoustic Echo Reduction | |
| Practical Aspects of the Acoustic Echo-reduction Systems | |
| Summary | |
| Bibliography | |
| De-reverberation | |
| Reverberation and Modeling | |
| De-reverberation via De-convolution | |
| De-reverberation via Suppression | |
| De-reverberation with Multiple Microphones | |
| Practical Recommendations | |
| Summary | |
| Bibliography | |
| Index | |
| Table of Contents provided by Publisher. All Rights Reserved. |
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