The important thing is not to put the audio files directly into iWeb: if you do that then every time iWeb decides it needs to upload the entire site you will find yourself uploading all 15GB of audio files, which won't make you happy. Start by uploading the files to the server - in folders as suits you - and then link to them in iWeb.
If you want them to download rather than play, you may be able to set up an .'htaccess' file in the folder which will force a download - it depends on whether your hosting service will allow this. The method is described here:
http://www.wilmut.webspace.virginmedia.com/notes/missing/download.html
Here is an example of a simple link which produces a download (without the process described the audio file would play in the browser in a blank page):
http://rfwilmut.net/stars/dawson2.mp3
Then all you need to do is to provide a link, designed however suits you, in your iWeb page. If your server won't allow the .htaccess file then you will have to ask visitors to control-click (Mac) or right-click (Windows) on the link and choose 'Download linked file' or equivalent - not so convenient; or otherwise zip the files first, which won't much reduce their size but will force a download (and of course the recipients will have to unzip them).
If you want the files to play in a player in the page, you can use an html snippet to provide a player as described in this page (you will also need to upload a script to the webspace - this is provided in the page):
http://www.wilmut.webspace.virginmedia.com/notes/qtembed.html