Single Channel Phase Aware Signal Processing in Speech Communication Theory and Practice 1st Edition by Pejman Mowlaee, Josef Kulmer, Johannes Stahl, Florian Mayer ISBN 1119238811 9781119238812

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Product details:

ISBN 10: 1119238811

ISBN 13: 9781119238812 

Author: Pejman Mowlaee, Josef Kulmer, Johannes Stahl, Florian Mayer

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
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

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Tags: Pejman Mowlaee, Josef Kulmer, Johannes Stahl, Florian Mayer, Single Channel, Phase Aware, Signal Processing, Speech Communication, Theory, Practice