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Python Machine Learning Cookbook

You're reading from   Python Machine Learning Cookbook Over 100 recipes to progress from smart data analytics to deep learning using real-world datasets

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Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789808452
Length 642 pages
Edition 2nd Edition
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Authors (2):
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Giuseppe Ciaburro Giuseppe Ciaburro
Author Profile Icon Giuseppe Ciaburro
Giuseppe Ciaburro
Prateek Joshi Prateek Joshi
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Prateek Joshi
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Toc

Table of Contents (18) Chapters Close

Preface 1. The Realm of Supervised Learning FREE CHAPTER 2. Constructing a Classifier 3. Predictive Modeling 4. Clustering with Unsupervised Learning 5. Visualizing Data 6. Building Recommendation Engines 7. Analyzing Text Data 8. Speech Recognition 9. Dissecting Time Series and Sequential Data 10. Analyzing Image Content 11. Biometric Face Recognition 12. Reinforcement Learning Techniques 13. Deep Neural Networks 14. Unsupervised Representation Learning 15. Automated Machine Learning and Transfer Learning 16. Unlocking Production Issues 17. Other Books You May Enjoy

Generating audio signals with custom parameters

Sound is a particular type of wave in which a variation of pressure that is induced by a vibrating body (that is, a sound source) propagates in the surrounding medium (usually air). Some examples of sound sources include the following:

  • Musical instruments in which the vibrating part can be a struck string (such as a guitar), or rubbed with a bow (such as the violin).
  • Our vocal cords that are made to vibrate from the air that comes out of the lungs and give rise to the voice.
  • Any phenomenon that causes a movement of air (such as the beating wings of a bird, an airplane that breaks down the supersonic barrier, a bomb that explodes, or a hammer beating on an anvil) having appropriate physical characteristics.

To reproduce sound through electronic equipment, it is necessary to transform it into an analogue sound that is an electric...

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