Apparently there are studies where performing tasks was compared: in silence vs with music. Routine tasks were performed the same, but creative tasks suffered with music (i.e. a non-trivial solution to a problem was overlooked).

Dunno, however, if reading qualifies as such a task. Namely, the question is whether the same regions of the brain are engaged (and would be busy listening to music).