Hi Phillip, thank you for your comment. We didn't discuss the hyper-parameter tuning in this post. However, you can check out our other blog post on 'how to efficiently tune a NeMo pipeline', where we explained some of the main parameters along with the values we chose for our use case. Depending on what you want to do with the speaker diarization pipeline, you might need to use quite different values.