Well, the term for this type of song is still usually "Negro Spiritual" in the United States. They come from an era when "black" and "African American" were not commonly used - although I do hear occasional references to "black spirituals" and "African American spirituals."

The National Association for the Advancement of Colored People (NAACP) hasn't changed its name, either.

-Joe-