Difference Between 12 and 16 bit audio

Question

I have been reading the manual about the different audio modes (12 and 16 bit). I don't understand the difference and the menu says 12 bit is "2 stereo" and 16 bit is "1 stereo with high quality". Does anybody know what this means as I would assume 2 stereo is better than 1.