Xiao-Lei Zhang
Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments
Paperback Engels 2024 9780443248566Levertijd ongeveer 9 werkdagen
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Samenvatting
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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Inhoudsopgave
1. Introduction<br>2. Fundamentals of Deep Learning<br>3. Voice Activity Detection<br>4. Single-Channel Speech Enhancement<br>5. Multi-Channel Speech Enhancement<br>6. Multi-Speaker Speech Separation<br>7. Speaker Recognition<br>8. Speech Recognition
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