It's either accumulation of limescale, on the valves, preventing them sealing, or wear and tear. My first attempt at a solution, would be to pull the unit completely apart and soak all the parts in citric acid (fruit juice), to see if that helps. Failing that, you will need to replace the valve - item #2.