It's been a while since I took mine out, but I think there is a wiring harness, kinda like a patch cord consisting of several wires, that plugs in from the CD player directly to the radio.
*I have my radio and CD player stored away. I'll go through some boxes and see if I can find it.*
Maybe someone else will chime in before then.