If you have stereo speakers, I assume you have an actual hi-fi system of some sort.
Simply check if you have some sort of input/aux on that system and get a cable that has a mini stereo jack on one side, and whatever plugs the hi-fi system requires on the other side.

If you don't have a hi-fi system, then yes, you'll have to get an amplifier of some sort.