Lightning is essentially a discharge process in which two air masses with different potentials meet to produce unequal potentials. In this process, the air between two air masses with different potentials is decomposed to produce a discharge, which is bound to be accompanied by sound.
Whether we can hear the sound is related to the size of lightning and how far it is from us.