Silence.
Rain. Usually normal rain will do, just so long as I can hear it. My favourite is really heavy rain.
Thunder.
My ultimate favourite is thunderstorms, when I can sit out the back, under cover, and listen. For hours and hours I will listen to a thunderstorm.