Speech Enhancement Techniques for Digital Hearing Aids下载

weixin_39820535 2020-07-03 12:31:04

Speech Enhancement Techniques for Digital Hearing Aids
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Speech Enhancement Techniques for Digital Hearing Aids

An overview on the challenging new topic of phase-aware signal processing Speech communication technology is a key factor in human-machine interaction, digital hearing aids, mobile telephony, and automatic speech/speaker recognition. With the proliferation of these applications, there is a growing requirement for advanced methodologies that can push the limits of the conventional solutions relying on processing the signal magnitude spectrum. Single-Channel Phase-Aware Signal Processing in Speech Communication provides a comprehensive guide to phase signal processing and reviews the history of phase importance in the literature, basic problems in phase processing, fundamentals of phase estimation together with several applications to demonstrate the usefulness of phase processing. Key features: Analysis of recent advances demonstrating the positive impact of phase-based processing in pushing the limits of conventional methods. Offers unique coverage of the historical context, fundamentals of phase processing and provides several examples in speech communication. Provides a detailed review of many references and discusses the existing signal processing techniques required to deal with phase information in different applications involved with speech. The book supplies various examples and MATLAB® implementations delivered within the PhaseLab toolbox. Single-Channel Phase-Aware Signal Processing in Speech Communication is a valuable single-source for students, non-expert DSP engineers, academics and graduate students. Table of Contents Part I History, Theory and Concepts Chapter 1 Introduction: Phase Processing, History Chapter 2 Fundamentals of Phase-Based Signal Processing Chapter 3 Phase Estimation Fundamentals Part II Applications 113 Chapter 4 Phase Processing for Single-Channel Speech Enhancement Chapter 5 Phase Processing for Single-Channel Source Separation Chapter 6 Phase-Aware Speech Quality Estimation Chapter 7 Conclusion and Future Outlook Appendix A MATLAB Toolbox

https://cmsworkshops.com/ICASSP2020/TechnicalProgram.asp @[TOC] 目录 T-1: Machine Learning and Wireless Communications mobile communications and machine learning are two of the most exciting and rapidly...

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