Your body is trying to process oxygen
, as you're exercising.
As your muscles repetitively contract, they require a smooth flow of oxygenated blood, to keep them working. As you get into better shape, the mechanism for processing oxygen becomes more efficient. When that happens, you may notice that you don't hyperventilate as much.