Splitting audio segment by pitch

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I'm trying to use Pydub to split an audio segment by pitch. My idea is to find the timestamps when the pitch changes and split according to those timestamps.

The part I am stuck on is how to find the time when the pitch changes.

Is there any way to do that?

Thanks

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