Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments - Xiao-Lei Zhang
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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. 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-chann ... Full description
Description
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.
More Information
| Author | Xiao-Lei Zhang |
|---|---|
| Publisher | Elsevier Science |
| Release year | 2024 |
| Cover type | Softcover |
| EAN | 9780443248566 |