If you are talking small amplified speakers as used with computers yes they will probably work but don't expect a hughe increase in sound quality. If you just want to plug speakers into the jack no they will need an amplifier to power them.
Look on the bottom/back of the TV there is probably a set of RCA jacks labeled audio out, these can be used to send sound to a surround sound amplifier.