The app will load up a song and cut it into beat aligned blocks of audio and represent each of these blocks with a colorful visualization. You can then interact with the song as it plays using a whole bunch of controls. The beats are colored based upon their timbre, so similar sounding beats will have similar colors.
Read more at Music Machinery -- Legal Stuff