[Plugin: oEmbed HTML5 audio] Doesn't do anything

Does this not work with 3.4.1?

I installed the plugin, upload an mp3 to a post, insert the URL, and it just shows up as a link on the page. No player.

Any ideas?

Thanks,
Jeremy

http://wordpress.org/extend/plugins/oembed-html5-audio/