I used to own a used record store. I took off price stickers and such from album covers using lighter fluid; the kind you use for cigarette lighters. I would apply a small amount of fluid to the top of the sticker let it soak only briefly then remove the label. This left the album cover undamaged and unstained but seemed to dissolve the glue. It may work in this case as well.