Samsung refrigerator noise

We have a Samsung refrigerator that is about 2-3 years old. Recently, it has started making some noise and from what I can tell, they seem to be coming from the lower back of the unit. I have a video of the noise uploaded at http://youtu.be/xhiBLjj6Dv4. Does anyone have an idea what it could be? Any suggestions would be appreciated. Thanks