I don't think TFA involves polyphonic note detection, just effects processing of the whole audio signal.

I never claimed or implied anywhere that it does, and I know for a fact TFA doesn't involve note detection.

I'm just disputing the GP general assertion about NNs that "NN's are not typically great at realtime either", which is quickly disproven by the TFA which uses NN for realtime audio.