LoL, me, an audiophile? Well, I do enjoy listening to music but I'd hardly consider myself an audiophile (yet) in the ranks of folks on this forum any more than playing Need for Speed makes me a race car driver. :) I just know a few buzzwords.
So, if I understand the comments thus far, it does help to buy a 'current' CD player, not necessarily for 24/192 but to minimize things like jitter and for higher quality electronics - better data paths not necessarily data manipulation.
So, just taking an conceptual example: both a Marantz CD5400 (16/44?) as well as a Cambridge 540C (24/192) would be better than my Sony because of newer electronics and design, regardless of bit depth and sampling rate. And these units may be comparable as well (same generation).