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Numpy Beginner's Guide (Update)

You're reading from   Numpy Beginner's Guide (Update) Build efficient, high-speed programs using the high-performance NumPy mathematical library

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Product type Paperback
Published in Jun 2015
Publisher
ISBN-13 9781785281969
Length 348 pages
Edition 1st Edition
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Author (1):
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Ivan Idris Ivan Idris
Author Profile Icon Ivan Idris
Ivan Idris
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Table of Contents (16) Chapters Close

Preface 1. NumPy Quick Start 2. Beginning with NumPy Fundamentals FREE CHAPTER 3. Getting Familiar with Commonly Used Functions 4. Convenience Functions for Your Convenience 5. Working with Matrices and ufuncs 6. Moving Further with NumPy Modules 7. Peeking into Special Routines 8. Assuring Quality with Testing 9. Plotting with matplotlib 10. When NumPy Is Not Enough – SciPy and Beyond 11. Playing with Pygame A. Pop Quiz Answers B. Additional Online Resources C. NumPy Functions' References
Index

Time for action – replaying audio clips

We will download a WAV file of Austin Powers exclaiming "Smashing baby". This file can be converted to a NumPy array with the read() function from the scipy.io.wavfile module. The write() function from the same package will be used to create a new WAV file at the end of this section. We will further use the tile() function to replay the audio clip several times.

  1. Read the file with the read() function:
    sample_rate, data = wavfile.read(WAV_FILE)

    This gives us two items – sample rate and audio data. For this section we are only interested in the audio data.

  2. Apply the tile() function:
    repeated = np.tile(data, 4)
  3. Write a new file with the write() function:
    wavfile.write("repeated_yababy.wav", sample_rate, repeated)

    The original audio data and the audio clip repeated four times appear in the following plot:

    Time for action – replaying audio clips

What just happened?

We read an audio clip, repeated it four times, and then created a new WAV file with the new array (see...

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