I don't have a definite answer but "very deep" is relative. Certain cultures/languages tend to talk softer or at a higher pitch so what would be considered "very deep" in those would be different from a culture/language that encourages males to talk in a very deep voice.
It would be interesting to see how much of that is genetic. Although I suspect a lot of it is learned.