Definitely mute all the inputs you don't need in the volume control, including ones that might be hidden at the moment.
I've had this experience with a computer with onboard Realtek AC '97 sound myself, I think that turning down the master volume and turning up the wave volume can also reduce the hiss. However, I could never completely get rid of the hiss.