Good question.
Music is a technical skill, certainly, but one that is used to create art.
I suppose when I'm playing my own compositions then I'm an artist, but perhaps not when playing other people's work.
But then again a performance can be art in itself even when the 'script' is written by someone other than the performer.
Not sure there's a definitive answer really.