It does not change with engine speed, as I have actually put the car in neutral and shut the engine off. It may be a little quieter at lower speeds, but not much. Turning seems to make no difference. I thought of bearings too, I know this certainly doesn't rule them out, but I have checked each wheel (on the ground) for any play in them and found none.