I always just make sure that I use the same convention on the top and bottom lugs of the iso transformer. For example, if the hot wire (black) runs into the bottom left lug, then I use the top left lug as the hot wire.
Also take note of the current draw of the audio amp you are using. Your power supply is rated for 2.5A on the +12V line.