Skip to content
Scan a barcode
Scan
Hardcover Audio Source Separation and Speech Enhancement Book

ISBN: 1119279895

ISBN13: 9781119279891

Audio Source Separation and Speech Enhancement

Learn the technology behind hearing aids, Siri, and Echo

Audio source separation and speech enhancement aim to extract one or more source signals of interest from an audio recording involving several sound sources. These technologies are among the most studied in audio signal processing today and bear a critical role in the success of hearing aids, hands-free phones, voice command and other noise-robust audio analysis systems, and music post-production software.

Research on this topic has followed three convergent paths, starting with sensor array processing, computational auditory scene analysis, and machine learning based approaches such as independent component analysis, respectively. This book is the first one to provide a comprehensive overview by presenting the common foundations and the differences between these techniques in a unified setting.

Key features:

Consolidated perspective on audio source separation and speech enhancement.Both historical perspective and latest advances in the field, e.g. deep neural networks.Diverse disciplines: array processing, machine learning, and statistical signal processing.Covers the most important techniques for both single-channel and multichannel processing.

This book provides both introductory and advanced material suitable for people with basic knowledge of signal processing and machine learning. Thanks to its comprehensiveness, it will help students select a promising research track, researchers leverage the acquired cross-domain knowledge to design improved techniques, and engineers and developers choose the right technology for their target application scenario. It will also be useful for practitioners from other fields (e.g., acoustics, multimedia, phonetics, and musicology) willing to exploit audio source separation or speech enhancement as pre-processing tools for their own needs.

Recommended

Format: Hardcover

Condition: New

$131.56
Save $16.39!
List Price $147.95
15 Available
Ships within 4-7 days

Related Subjects

Engineering Technology

Customer Reviews

0 rating
Copyright © 2025 Thriftbooks.com Terms of Use | Privacy Policy | Do Not Sell/Share My Personal Information | Cookie Policy | Cookie Preferences | Accessibility Statement
ThriftBooks ® and the ThriftBooks ® logo are registered trademarks of Thrift Books Global, LLC
GoDaddy Verified and Secured