This is almost always due to a missmatch in radio channel. Make sure to have the same radio channel for the quadcopter and the computer application.

Most of the time this is either due to the fact that there's dirt (like hairs) stuck around the axis of the motor between the motor house and the propeller or that the propeller is too close to the motor so there's friction between the two.