That is a lot of birds on a 2 acre lot. I'd be more concerned about the stink and rats than the roosters crowing, but roosters don't bother me. I prefer them to dogs that sit outside barking all day, and night.
Agree with other posters. Maybe try talking to them first about your concerns to see...