_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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Produktdetaljer

ISBN
9780443248573
Publisert
2024
Utgave
1. utgave
Utgiver
Vendor
Elsevier (S&T)
Språk
Product language
Engelsk
Format
Product format
Digital bok

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