The only thing I do is breathe deeply before I start hauling arse (ex: before a sprint). Keeps me from going into an anerobic state (at least I think that is the term) as fast.
I read once that racers perform deep breathing exercises to increase their lung capacity. However, my memory is a wee bit fuzzy and I may be incorrect.