Application of Wavelets in Speech Processing

✍ Scribed by Mohamed Hesham Farouk (auth.)

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 96
• Series: SpringerBriefs in Speech Technology
• Edition: 2
• Category: Library

✦ Synopsis

This new edition provides an updated and enhanced survey on employing wavelets analysis in an array of applications of speech processing. The author presents updated developments in topics such as; speech enhancement, noise suppression, spectral analysis of speech signal, speech quality assessment, speech recognition, forensics by Speech, and emotion recognition from speech. The new edition also features a new chapter on scalogram analysis of speech.

Moreover, in this edition, each chapter is restructured as such; that it becomes self contained, and can be read separately. Each chapter surveys the literature in a topic such that the use of wavelets in the work is explained and experimental results of proposed method are then discussed. Illustrative figures are also added to explain the methodology of each work.

✦ Table of Contents

Front Matter ....Pages i-xiv
Introduction (Mohamed Hesham Farouk)....Pages 1-4
Speech Production and Perception (Mohamed Hesham Farouk)....Pages 5-10
Wavelets, Wavelet Filters, and Wavelet Transforms (Mohamed Hesham Farouk)....Pages 11-21
Spectral Analysis of Speech Signal and Pitch Estimation (Mohamed Hesham Farouk)....Pages 23-28
Speech Detection and Separation (Mohamed Hesham Farouk)....Pages 29-33
Speech Enhancement and Noise Suppression (Mohamed Hesham Farouk)....Pages 35-40
Speech Recognition (Mohamed Hesham Farouk)....Pages 41-46
Speaker Identification (Mohamed Hesham Farouk)....Pages 47-50
Emotion Recognition from Speech (Mohamed Hesham Farouk)....Pages 51-55
Speech Coding, Synthesis, and Compression (Mohamed Hesham Farouk)....Pages 57-60
Speech Quality Assessment (Mohamed Hesham Farouk)....Pages 61-64
Scalogram and Nonlinear Analysis of Speech (Mohamed Hesham Farouk)....Pages 65-70
Steganography, Forensics, and Security of Speech Signal (Mohamed Hesham Farouk)....Pages 71-76
Clinical Diagnosis and Assessment of Speech Pathology (Mohamed Hesham Farouk)....Pages 77-80
Back Matter ....Pages 81-86

✦ Subjects

Signal, Image and Speech Processing