basically https://github.com/vocalpy/acoustic-communication-and-bioacoustics-bootcamp/blob/main/05-dimensionality-reduction-and-clustering.ipynb

• use the built-in vocalpy.segment.ava to get segments, compare with segments loaded from paper data
• ... then go through rest of workflow