Merlin Bird ID app by Cornell University.

I like to see that with known drone sounds, maybe missiles and rockets too.

But that is closed-source.

One viable open-source alternatives is written in Python and uses CNN algorithm.

https://github.com/LonesX/Bird-Song-Recognition

That LoneX lets you add new sounds