According to the equation of continuity,
av = constant
where, 'a' is the area of cross-section, and
'v' is the velocity of the liquid.
'a' and 'v' are inversely proportional t each other.
Therefore, when we close the water tap with our fingers, the area at that point, from where water flows out, decreases and hence velocity of water increases.