Not really possible... If I were you, I'd look at setting up a simple AJAX body. This will allow you to load in a new body section (a new page of content) without actually leaving the current page.
Once you create a new HTTP request, your going to have an interruption in your music.
EDIT: Probably not very SEO friendly, another other suggestions?