How to plot amplitude of audio file in Python using SCIPY

In this video, we have used a video file, converted that into an audio file using #ffmpeg library and then using scipy we have calculated its amplitude. Later we plotted this amplitude on matplotlib graph.

In the graph, we can see how the amplitude was at a lower level and then later amplitude increased.