What does an audio amplifier do in a transmitter?
 

In transmitter schematics, usually there is an audio amplifier. I would like to know its purpose. Does simply amplifying the audio input create a stronger signal for transmission? So, basically, does increased audio power equate to increased range for the transmitter?