Yes, but music is even harder. I doubt most FPS shooters would suffer much at 60ms latency, but that's an 1/8 note at 120bpm. I would guess that for a jam session to feel OK, you'd want to be <15ms.

Musical tracking has to take special measures to keep the latency low enough even when its all local; see the need for ASIO, jackd, etc.