There's no reason to do that. If you want to improve, then play the piano, don't play Chopin on some other contraption. This piece is do-able. Plus, if you miss a key on your contraption, then what happens? You just play the air. And if you miss a key on a real piano, then what happens? You just play a white key. How does this help?