Speech Processing and Soft Computing

• Main Author: Selouani, Sid-Ahmed (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2011.
• Edition: 1.
• Series: SpringerBriefs in Electrical and Computer Engineering
• Subjects: Engineering.; User interfaces (Computer systems).; Computational intelligence.; Signal, Image and Speech Processing.; User Interfaces and Human Computer Interaction.; Computational Intelligence.

Speech Processing and Soft Computing includes coverage of synergy between speech technology and bio-inspired soft computing methods. Through practical cases, the author explores, dissects and examines how soft computing may complement conventional techniques in speech enhancement and speech recognit...

Table of Contents:

• 1. Introduction
• 2. Speech Enhancement Paradigm.- 3. Connectionist Subspace Decomposition for Speech Enhancement
• 4. Variance of the Reconstruction Error Technique
• 5. Evolutionary Techniques for Speech Enhancement
• 6. Robustness of Automatic Speech Recognition
• 7. Artificial Neural Networks and Speech Recognition
• 8. Evolutionary Algorithms and Speech Recognition
• 9. Speaker Adaptation Using Evolutionary-based Approach.