Toilet Sounds like it is flushing but it is not
Your flapper is leaking, allowing water to slowly drain. Once the water level drops enough, the float valve opens to refill the tank to the correct level. 

Remove the tank cover and check the flapper for a sticky hinge or mildew accumulation. Often, just a cleaning will fix the problem. Otherwise, the flapper can usually be replaced separately for a small cost.