In this paper, we propose a novel clustering method to represent and compare works of symbolic music, in particular the music database Josquin Research Project. We also study results our methods on as whole, well for some specific cases. The that revolve around modelling activity twelve pitch classes (i.e., chromae) over time. suggest by activity, can capture harmonic progressions music. By con...