WordPress shortcodes are very handy. If you want to quickly post an mp3 and provide a simple player UI, drop this in your WP HTML edit box:
And viola you will have this:
But, there’s a catch. Not all the shortcodes documented here work on wordpress.org blogs hosted on your server (a quick look through the source code finds support for%5Bgallery], but that’s it..