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Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments

Download or Read eBook Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments PDF written by Xiao-Lei Zhang and published by Elsevier. This book was released on 2024-09-04 with total page 282 pages. Available in PDF, EPUB and Kindle.
Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments
Author :
Publisher : Elsevier
Total Pages : 282
Release :
ISBN-10 : 9780443248573
ISBN-13 : 0443248575
Rating : 4/5 (73 Downloads)

Book Synopsis Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments by : Xiao-Lei Zhang

Book excerpt: Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments provides a detailed discussion of deep learning-based robust speech processing and its applications. The book begins by looking at the basics of deep learning and common deep network models, followed by front-end algorithms for deep learning-based speech denoising, speech detection, single-channel speech enhancement multi-channel speech enhancement, multi-speaker speech separation, and the applications of deep learning-based speech denoising in speaker verification and speech recognition. - Provides a comprehensive introduction to the development of deep learning-based robust speech processing - Covers speech detection, speech enhancement, dereverberation, multi-speaker speech separation, robust speaker verification, and robust speech recognition - Focuses on a historical overview and then covers methods that demonstrate outstanding performance in practical applications


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We live in a noisy world! In all applications (telecommunications, hands-free communications, recording, human-machine interfaces, etc.) that require at least o
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