Custom intent detection model


I am new to Mycroft, and I’ve recently started working on creating a custom skill. I was wondering if it would be possible to replace the built in intent parser with a custom one. More specifically, I would like to use a BERT-like model to extract intents.

Thank you!

If you build it, it could certainly happen. I don’t believe the intent parsing is on the roadmap soon.

ALBERT or some other version? Seems slightly heavy of a cpu-load to run at the moment on a pi locally.

Thanks for the reply, that’s good to know. Yes, I think what I’m building is impractical, given the size of these deep learning models, but I’m trying to see if I can build a more “end-to-end” assistant like the one described in this paper: