Go to http://itunes.com/soi-remove.
Click Remove Album to confirm you’d like to remove the album from your account.
Sign in with the Apple ID and password you use to buy from the iTunes Store.
You’ll see a confirmation message that the album has been removed from your account.
If you have already downloaded the album you’ll have to manually delete the tracks from your iTunes account.
Rock on dudes!