I believe there is an exercise benefit to meditation in noisy environments, as one form of practice. Swamy Vivekananda preferred meditating in a room with loud street noise in his youth.

I used to have a coworker who would work while listening to stuff like Aphex Twin specifically to exercise his ability to focus. Personally my programming output would suffer but I think there's something to the exercise.