They have a desktop client, but you (apparently) have to be a member for that. I'm not sure about the features, but I would think it would allow for that.
It does, and it works on any platform Adobe Air works on. It's 30-something bucks for a whole year, and totally worth it for not having your music tied to the browser being open.