Actually, the (vertical) velocity of the deflected center point of the rubber band is faster than the axial contraction of the rubber band itself (at that point) which is limited by the speed of sound of the material.

Derivation: Pythagoras, chain rule

Based on that, knowing the speed of sound of rubber, one can obtain a minimal required length of the rubber band.