In particular conditions the sound waves can become visible. This Atlas V launched from Kennedy Space Center at Feb. 11 2010, fly through a sun dog.

A sun dog is a prismatic bright spot in the sky caused by sun shining through ice crystals. The Atlas V rocket exceeded the speed of sound in this layer of ice crystals, making the shock wave visible from the ground (from 1’56”).