Are you sure you've connected it to the Audio input for the correct channel on your TV, if there is one? For example, see if there are any labled audio inputs on the back.
Another solution COULD be, if you can't find anything else, to convert the VGA video to composite video, and connect it through that to your TV by means of an adaptor.
James.