I just found the answer to my question with a little more searching.The solution is to create a php file like so
<?header('Content-type: audio/mpeg');header('Content-Disposition: attachment; filename="audioclip.mp3"');?>
Then just link to the php file
<a href="download.php" target="_blank">Download MP3</a>
Hope this helps someone else in the future.