What are you listening on? I expect that most people could tell the difference if they listened on a reasonable quality separate CD player, amp and speakers and compared that with an MP3 player plugged into the same amp and speakers. Unfortunately I don't have an experiment I can cite but having tried it myself, I can say the difference is substantial.