Some sort of cannon fire?

This video was recently posted by a woman listening to a repetitive explosive sound. It sounds very much like a large gun of some kind going off at a regular rate (a hail cannon or some such similarly useless device, perhaps). But what does sound strange is the sound *between* the booms, like the cannon is shooting some sort of whistling projectile. Ideas?