Yes. To do this:
<a href="song.wav">Download this song</a>
Note: If your audio file is in a different folder from your page, be sure to include that path, such as "music/jazz/song.wav."
You'll now see the words "Download this song" on your web page. When people click this link, they will be prompted to either save the music file or open and play it.
Note: Remember that image names and links are case sensitive; "music.mp3" is not the same as "music.MP3." So make sure you type your file name exactly as it appears in your File Manager. If a file isn't referenced correctly, the browser will return a "Page not available" error.