It depends on how they lay the tracks and mix it.
Most of the time you can't do it unless you have the master copy. With the seperate tracks.
But there device that you buy for playing guitar along with songs that can cut out the drums, vocals, bass and what not, so Maybe give Guitar Center a call. Call their proaudio department and see if they can do it for you, usually they are geeks and love to do somehting else other than ring people out. I would call the one on Watson in Crestwood.