We present a novel method for assigning fingers to notes in a polyphonic piano score. Such a mapping (called a “fingering”) is of great use to performers. To accommodate performers’ unique hand sha our method relies on a simple, user function. We use dynamic programming to search the space of all possible fingerings for the optimal fingering under this cost function. Despite the simplicity of t...