In this paper, we introduce some types of separation axioms via !-open sets, namely !-regular, completely !-regular and !-normal space and investigate their fundamental properties, relationships and characterizations. The well-known Urysohn's Lemma and Tietze Extension Theorem are generalized to !-normal spaces. We improve some known results. Also, some other concepts are generalized and studied via !-open sets.