Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments

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ISBN: 9780443248566
Author : Xiao-Lei Zhang
Published: 2024
Publisher: Elsevier
Language: English
Format: Paperback / softback
Format: 9×6

Description

<i>Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments</i> 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.

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