My research activities focus on the processing, learning and retrieval of large amounts of data of diverse modalities. In particular, throughout my research, I made the choice to focus on a particularly challenging type of data, namely music, in diverse of its modalities (audio signals, text, symbolic representations, physiological data, etc.). Applications of my research include music management and distribution systems, as well as music making systems.