No. There is no change in loading.
Power is not drawn. That is, it's not pulled from the audio amplifier.
Instead it's delivered (pushed) by the amplifier.
Therefore a 2 watt speaker can accept more power than a 1 watt speaker can but it will not automatically draw it.
Mike