Yes. If the new Avatar was a male, he would learn airbending at the Northern or Southern Air Temples, as Avatar Roku did. The same thing, but vice versa, with female. However, there are exceptions. Aang was to be sent away to the Eastern Air Temple to continue his training without distractions.