Its not clear if you are using the digital decoder in the receiver or the one in the CD player. Since you already own both, it's worth a try, just route the digital out from the CD to the receiver.

If this is how you are already doing it, then borrow a pair of analog interconnects and route the CD audio out to the receiver.

Give it a little break in and listen both ways