NO, why should it increase the speed?
It just shows an amount of error in the speedometer, means if you put a larger diameter size, and your speedometer is showing 100km/h, but actually your car is going 1-2 km/h more than 100. THis does not mean your speed has increased, but it means that speed is being calculated w.r.t. original tyre size.