I have an eighteen month old doing the same thing. Its normal. Annoying but normal. When she starts screaming I lightly put my hand over her mouth and say remember no screaming and over time that has helped a lot. It startles her when I do that and I think that is why it helps. You don't hit or anything just basically touch the mouth.