Music Beyond Major and Minor

Interpreting structures and discoveries beyond major and minor keys in a piece can help understand music space, confirm existent theories and derive new findings. We employ the Dirichlet Mixture Model, the Isomap method, and visualization techniques to find answers to the aforementioned questions. Our analysis found that the space of pitch scapes possesses a torus-wave structure with many attractive properties cohered to musical theory.