I've never actually seen the old <bgsound> tag used before. IIRC it was an early IE thing. It should not be used.
Use the HTML5 <audio> tag. That will work in all modern browsers and handheld devices...
Here's a page explaining how to use it with a Flash fallback for the old browsers that can't see the html5 <audio> tag.