Speech and Audio Processing for Coding, Enhancement and Recognition

• Corporate Author: SpringerLink (Online service)
• Other Authors: Ogunfunmi, Tokunbo (Editor), Togneri, Roberto (Editor), Narasimha, Madihally (Sim) (Editor)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2015.
• Subjects: Engineering.; Multimedia information systems.; User interfaces (Computer systems).; Signal, Image and Speech Processing.; User Interfaces and Human Computer Interaction.; Multimedia Information Systems.

This book describes the basic principles underlying the generation, coding, transmission and enhancement of speech and audio signals, including advanced statistical and machine learning techniques for speech and speaker recognition with an overview of the key innovations in these areas. Key research...

Table of Contents:

• From ‘Harmonic Telegraph’ to Cellular Phones
• Challenges in Speech Coding Research
• Recent Speech Coding Technologies and Standards
• Ensemble Learning Approaches in Speech Recognition
• Dynamic and Deep Networks For Speech Modeling and Recognition
• Speech Based Emotion Recognition
• Speaker Diarization: Challenges and Emerging Research
• Maximum a posteriori spectral estimation with source log-spectral priors for multichannel speech enhancement
• Modulation Processing for Speech Enhancement.