To download the file to your computer, right-click the "Listen to" link (or hold down the control key and click if you're on a Macintosh), select Save Link As or Save Target As from the menu, and click Save.
Once you've downloaded the file to your computer, you can double-click on it to listen to the file in your computer's media player.