It's not weird at all. You have a right to listen to whatever you want, it may differ from someone else's and that's ok.
Am I Weird for liking Justin Bieber and his music.? Cause I get judged for liking him and his music.
Be proud of your music choice. From what I hear his music is very good, its his terrible, reckless, unpleasant and unprofessional attitude, people dislike.