Toyota Sienna 2006 AC Problem

When I turn the AC on, I noticed that there was a sound from the engine. When I turn the AC off, the sound goes away. This car does blow as cold of air either. I hope it just needs an AC recharge?

Could it be that the oil in the system is low?