As soon as you don't start using her outfits and asking people to call you "uta no hime" u r fine
But usually:
female solo singers, male solo singers, boybands, girlbands, pop music = girl stuff
bands, rock and hip hop = boy stuff
But limiting urself this way is the same that thinking u may be gay if u wear pink