You can disconnect it from the light and not have it operating but that defeats the object of ventilating the bathroom.
You can remove if from where it is and attempt to lubricate the bearings.
You can replace it with a new one - or have a specialist do it for you.
It does no good to be annoyed about a noise.
Good Luck...
March 2016