A refrigerator may make gurgling noise sometimes during defrosting. Defrosting takes place about 1-2 times in a day. When the heater melts the ice built up in the coils, water will drop on the heater thus causing gurgling noise. This is normal.
Circulation of refrigerant in the system could also be the cause of such noise which is normal during a cooling cycle.