Yes.........for long runs like that, you want to go larger, not smaller. For that kind of run (50'-60'), you'll want to use at least a 14 ga. wire, but 12 ga. would be even better.
You can get good, reasonably price speaker wire, at Lowe's or Home Depot, on 100' spools.
Good luck!