PhD Improving Supervised Music Classification by Means of Multi-Objective Evolutionary Feature Selection is available online.
The main topics of the work are (1) the development of interpretable high-level audio features related to music theory for and (2) evolutionary multi-objective feature selection for the optimisation of supervised music classification into genres and styles.