Fridge making intermittent buzzing noise

Hello,

Recently my Samsung rf220nctasr (no ice maker) is making a intermittent loud buzzing noise that lasts for about 3 seconds and then turns off. The fridge is still cooling and seems fine otherwise. I haven't noticed any build up of ice in the freezer. Not sure what it is, and where should I start.

THanks,

Thomas