Is the sound coming from the camera or the lens? Does the lens have OIS?
The most likely thing is that you have pre AF turned on and its trying to focus all the time.
You can tell by turning off both IS (in the shooting menu or switch on lens) and Pre AF (in the AF menu) and see if the noise goes away.
Then turn back on IS and Pre AF one at a time and see when the noise starts.