eBook - ePub

Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments

Name: Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments
ISBN: 9780443248573

Xiao-Lei Zhang,

400 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments

Xiao-Lei Zhang,

About this book

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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Yes, you can access Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments by Xiao-Lei Zhang in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.