_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
Forfatter