The usual is that the RRPM remains constant in all phases of flight. In autorotation it is the way around. With increasing TAS, your RRPM will decrease (when collective pitch remains constant).
Maybe you mean the tip speed of the advancing blade. This will increase with increasing airspeed.
cheers eivissa.