A bicycle wheel with guitar strings, a touch-operated synth, and the “Demon Box” were just a few of the new instruments on show at Georgia Tech’s Guthman Musical Instrument Competition this weekend.

If you have a trained ear—or just a strong sense of music and tone—it’s easy to hear the difference between a cheap instrument and a well-made model built to resonate across the world's greatest ...