In spoken English, even native speakers violate the "prescriptive rules" of proper grammar. A strict teacher will correct you, requiring you to say "a little party(ing) never killed anyone/anybody." However, in spoken English, people will use the double negative such as the song title you cited or "I ain't seen notin' (nothing)!" But note that doing so will perhaps unfairly mark you as being uneducated at worst, and "folksy" at best.