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NumPy Cookbook

You're reading from  NumPy Cookbook

Product type Book
Published in Oct 2012
Publisher Packt
ISBN-13 9781849518925
Pages 226 pages
Edition 1st Edition
Languages

Table of Contents (17) Chapters

NumPy Cookbook
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
1. Winding Along with IPython 2. Advanced Indexing and Array Concepts 3. Get to Grips with Commonly Used Functions 4. Connecting NumPy with the Rest of the World 5. Audio and Image Processing 6. Special Arrays and Universal Functions 7. Profiling and Debugging 8. Quality Assurance 9. Speed Up Code with Cython 10. Fun with Scikits Index

Designing an audio filter


I remember learning in the Analog Electronics class about all types of filters. Then we actually constructed these filters. As you can imagine, it's much easier to make a filter in software than in hardware.

We will build a filter and apply it to an audio fragment that we will download. We have done some of these steps before in this chapter, so we will leave out those parts.

How to do it...

The iirdesign function, as its name suggests, allows us to construct several types of analog and digital filters. It can be found in the scipy.signal module. This module contains a comprehensive list of signal processing functions.

  1. Design the filter.

    Design the filter with iirdesign function of the scipy.signal module.

    IIR stands for infinite impulse response; for more information visit Wikipedia at http://en.wikipedia.org/wiki/Infinite_impulse_response. We are not going to go into all the details of the iirdesign function. Have a look at the documentation at http://docs.scipy.org...

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