If you're encoding it as MP3 you should be able to get it quite a bit smaller than this by choosing an appropriate bit rate. (Though of course I know nothing of what the file is, how long it is, or what the desired quality is!)

At least now you know what you're aiming for so you can try a few different bitrates and see what comes out at a suitable size!

Thanks

Joe - Voice Admin