If sparingly soluble compound contains an ion that reacts with acids and pH is reduced below 7, the compound becomes more soluble as the the H3O+ ions will react with the (basic ions ex; F-, CH3XOO-, CO32-, OH-) to produce water. As per equilibrium principles, as products are removed from the equilibrium, the position of equilibrium will move to the right, thus decreasing the amount of reactants in the system.
HOWEVER, if there is no ion in the compound that can react with H3O+, then there will be no impact on the solubility of the compound of acidic conditions.