In most cases thats a good thing as with games you don't want their audio when they are not foreground, but we understand with some apps thats less ideal.
With that in mind we plan to see about offering an option to specifically allow apps to continue their audio when inactive, but this will be on a per app basis.
Some apps already handle it correctly such as the youtube player app.