There was nothing wrong with Joe playing that song. His only mistake was in not wearing a sombrero while he did so.
“Despacio’’ means ‘’slow’’. Add the suffix ‘’ito’’ and it's the masculine form for a ''the slow one''. I'm assuming this song is on the order of that old country song "I Need A Man With A Slow Hand''.