Thanks! You're welcome. The noise signature could be included in-band, and wouldn't necessarily require multiple machine learning models to verify.
You're right, in-band noise signatures is a pretty cool idea. We take inspiration from digital signal processing techniques when building our ML products.
Grand. Take with a grain of salt, but it's possible you could find https://osf.io/m43tg/ worth a look.