Speech Processing and Soft Computing

2012
ISBN: 978-1-4419-9684-8
Verlag: Springer

Buch, Englisch, 104 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 189 g

Reihe: SpringerBriefs in Electrical and Computer Engineering

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 recognition in order to provide robust systems. The material is especially useful to graduate students and experienced researchers who are interested in expanding their horizons and investigating new research directions through review of the theoretical and practical settings of soft computing methods in very recent speech applications.

Zielgruppe

Research

Autoren/Hrsg.

Selouani, Sid-Ahmed

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Fuzzy-Systeme
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung

Inhaltsverzeichnis

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.