I guess it depends how reliably it could determine between ordinary screaming (especially with children who scream at just about anything that makes them happy or unhappy), and 'terrible things are happening' screaming. Even most humans would probably struggle to tell the difference just based on a short audio clip of a scream, which is what your algo would have to work with.