Do you only need to transport the music scores? To and from work as in a daily commute? Or are you traveling long distances (ie flying, taking train, etc) to different locations?
Would a side satchel/brief case/etc style bag work? If it's a daily commute with only the scores and possibly a lunch/other small things a smaller bag might be more useful.