That sounds really weird. I haven't come upon this before, so I checked Macintouch to see if anyone else had reported a similar issue. Nope.

Have you tried turning off system sounds to see if that helps? Do they happen when its muted? Could you describe the sound? Do they sound like "Mac" sounds?