You don't need to the downloads page. The main page may be Flash, but it's still downloading the mp3's to your browser's cache. Just go down each row and click every single button, then when everything's quiet again, open your cache and extract the 51 mp3 files. If you use the "Details" view and sort by file type, they'll be grouped together.