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juanmc2005 / diart

A python package to build AI-powered real-time audio applications
https://diart.readthedocs.io
MIT License
903 stars 76 forks source link

wip: add pseudo speaker diarization pipeline based on segmentation stitching #201

Open hbredin opened 8 months ago

hbredin commented 8 months ago

As segmentation models are getting better, it might make sense to revisit the idea of stitching based on segmentation alone. That's what this (WIP) pipeline does.

Also, that was an excuse for me to start experimenting with diart and ... I'm enjoying it so far :)

juanmc2005 commented 8 months ago

very very cool, I think it also makes more sense with the powerset model because of the bigger window too. Let me know if you need a hand with this! We should also find a more catchy name for pseudo speaker diarization 😃