How to convert a .wav file to a spectrogram in Python3?

MatplotlibWX PythonData Visualization

To convert a .wav file to a spectrogram in python3, we can take the following steps −

  • Load a .wav file from local machine.

  • Compute a spectrogram with consecutive Fourier transforms using spectrogram() method.

  • Create a pseudocolor plot with a non-regular rectangular grid using pcolormesh() method.

  • Use imshow() method with spectrogram.

  • To display the figure, use show() method.

Example

import matplotlib.pyplot as plt
from scipy import signal
from scipy.io import wavfile
plt.rcParams["figure.figsize"] = [7.00, 3.50]
plt.rcParams["figure.autolayout"] = True
sample_rate, samples = wavfile.read('test.wav')
frequencies, times, spectrogram = signal.spectrogram(samples, sample_rate)
plt.pcolormesh(times, frequencies, spectrogram, shading='flat')
plt.imshow(spectrogram)
plt.show()

Output

raja
Rishikesh Kumar Rishi
Published on 11-May-2021 12:24:52
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