No it bothers the hell out of me. It doesn't bother anyone else that I know but it irks me hugely!
It's like it's going "Hey! Hey! This is a blu ray. Did you know it's a blu ray? You haven't forgotten have you? Just to remind you look at the big blue case. What colour is it? Is it blue? That's because it's a blu ray."