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Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments

  • 1st Edition - November 1, 2024
  • Author: Xiao-Lei Zhang
  • Language: English
  • Paperback ISBN:
    9 7 8 - 0 - 4 4 3 - 2 4 8 5 6 - 6
  • eBook ISBN:
    9 7 8 - 0 - 4 4 3 - 2 4 8 5 7 - 3

Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments provides a detailed discussion of deep learning-based robust speech processing and its applic… Read more

Speech Signal Processing Based on Deep Learning in Complex Acoustic  Environments

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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. It 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. The book particularly emphasizes modern deep learning-based techniques for speaker verification and speech recognition, including their foundations and cutting-edge technologies.