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# This is a simple demonstration on how to stream | |
# audio from microphone and then extract the pitch | |
# and volume directly with help of PyAudio and Aubio | |
# Python libraries. The PyAudio is used to interface | |
# the computer microphone. While the Aubio is used as | |
# a pitch detection object. There is also NumPy | |
# as well to convert format between PyAudio into | |
# the Aubio. | |
import aubio | |
import numpy as num |