Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments

Xiao-Lei Zhang

Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments
Format
Paperback
Publisher
Elsevier - Health Sciences Division
Country
United States
Published
9 September 2024
Pages
280
ISBN
9780443248566

Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments

Xiao-Lei Zhang

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.

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