It doesn't play for me either, using Chromium (the distro pacakge of Google Chrome) on Linux Mint 14. But view source, Ctrl+F mp3, and doing wget on the name of the file worked just fine.
They should really make a lossless .wav or .flac available IMHO, but that's a different gripe...