Regular air is ~80% nitrogen, so going after the remaining 20% isn’t likely to make much difference. Since the oxygen is a heavier molecule it tends to slow the speed of sound, so less oxygen would make the sound a tiny bit more squeaky, the way helium does to voices when inhaled.