The video is pretty funny in this one. Basically he built a sensor that when the nieghbors crank up the music, it auto0-detects it and plays its own annoying music. Uses an arduino to controller everything.
http://www.instructables.com/id/How-to-Deal-with-Noisy-Neighbors/