Could be the start relay or the compressor.
I would unplug the refrigerator. Ohm out the compressor to make sure one of the windings is not grounded to the case.
If the compressor checks ok with a ohm meter then I would replace the start relay.
Is it okay to keep my fridge plugged in until I get the part to replace it?
I would unplug it until it's fixed.