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Numpy Beginner's Guide (Update)

Numpy Beginner's Guide (Update)

By : Ivan Idris
2 (1)
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Numpy Beginner's Guide (Update)

Numpy Beginner's Guide (Update)

2 (1)
By: Ivan Idris

Overview of this book

This book is for the scientists, engineers, programmers, or analysts looking for a high-quality, open source mathematical library. Knowledge of Python is assumed. Also, some affinity, or at least interest, in mathematics and statistics is required. However, I have provided brief explanations and pointers to learning resources.
Table of Contents (16 chapters)
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14
C. NumPy Functions' References
15
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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