How to delete songs I never purchased from iCloud

I have over two hundred songs associated with my iTunes account stored on iCloud that I did not purchase and have never downloaded to any of my devices. I realize that the songs do not go toward my available storage on iCloud but would still like to delete them from iCloud. Is there a way to do that without deleting my iTunes account or purchasing iTunes Match?