The transmitter needs only 10mV of audio from an electret microphone. The output from a dynamic microphone is a little less, so it needs a preamp to increase its level.
The output from your CD player is about 150mV so needs an attenuator (voltage reducer) to reduce the 150mV to 10mV.
Two...