Record audio in Jupyter Notebook

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The answer to this question provides some useful code for recording an audio file in a Python program.

However, this does not seem to work in a Jupyter Notebook. It would seem that in this case the audio input of the server machine is used and not the audio input of the web browser.

Is there a way to record audio in a Jupyter Notebook?

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