Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments

By Xiao-Lei Zhang PhD

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.

• Format: Paperback
• Language: English
• ISBN: 0443248567
• ISBN13: 9780443248566
• Release Date: September 2024
• Publisher: Elsevier
• Length: 280 Pages
• Weight: 1.05 lbs.
• Dimensions: 0.6" x 6.0" x 9.0"