See for instance Normalized Compression Distance ( https://en.wikipedia.org/wiki/Normalized_compression_distance ) which is based on Kolmogorov Complexity and has been used to cluster music:
https://arxiv.org/pdf/cs/0312044.pdf Cilibrasi, Vitanyi, 2003, Clustering by compression
