Oh, and lemme be a little thief here and do what K$ is doing. I want a few more songs for my year-end so I'd like to listen to some new music.

I will say if I have listened to the album before and ask to suggest something else. If you look at my last.fm, you'll see I'm not opposed to music of a different language or males, so you can suggest that. I also tend to prefer dance music if you want an idea of what my tastes are, but suggest anything you'd like.
EDIT: Neglected to mention that it doesn't have to be from this year, although I'd prefer music from this century.