Cougars do frequent urban areas, often unseen. They find house cats and dogs are very easy prey. There is a web-site ( name escapes me at the moment( maybe google "eastern mt. lion?") that list documented sightings in most all eastern states. By your description of the sound it probably was a cougar. They do view humans as potential prey.