If it's like a high pitch drone then it'll be the N75, I believe it's the turbo solenoid (located top centre of the engine bay). My local dealer noticed the noise coming from this and replaced the solenoid as they thought it was faulty.
Have it checked out, could be doing some long term damage as the air isn't been recirculated efficiently.