GE Profile Clicking

I have a GE Profile PFS22SISBSS. It is currently working OK, but has started making a loud clicking noise. The click will happen 2 or 3 times a few minutes apart. Sometimes, I hear the compressor come on right after a click. Could this be the start relay? What steps should I take to diagnose? Thanks.