The music database for genre and style recognition has been extended with an artist-independent test set TSAI120. This set has the same genre and approximately the same style distribution and is designed to evaluate the possible overfitting towards particular artists / albums. The description of the complete database and the lists of features are here.
The songs can not be freely distributed. However, if you are interested in audio features from my PhD, you can write me an email!