If you are located near a forest, they are most likely owls. Despite popular belief, owls make a variety of strange, wild sounds and are very common across the U. S.
This depends on where you live. You may be hearing nocturnal birds, but you might also hear small ground animals. You might also hear dogs or other canines like coyotes.