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Music is a visual language, too. Composer Andrew Huang used the piano roll editor in his MIDI sequencer to create sound from a picture of a unicorn. Each dot and line outlining the mythical creature triggers a MIDi note. To make the notes harmonize, Huang had to think both visually and musically. See his creative approach in the video.
(Hat tip to CMUSE.)