Check the valves (they should be fully closed) and membranes for damage, like cracks, holes or tears. Make sure that the pieces are clean and fit snugly. If the valves or membranes are damaged, replace them.
Also, check your breast cushions or shields for damage.
Replace any worn or damaged parts.