They boom in F-18s off La Jolla CA all the time. As soon as those pilots see the ocean it seems like they let'er rip.
The shock wave can be heard a long way off...it takes a while to get a Hornet supersonic...so, you're hearing distant intercepts/maneuvers....not something just off the coast...