Your children are making so much noise to a level that you feel your ears are about to explode.
It seems English has an adjective "ear splitting" which means "very loud".
But I am not sure that phrase is idiomatic.
Is it natural to say "Knock it off. You are splitting my ear" in everyday conversations?