Barty appeared several times on The Dennis Day Show, including once as a leprechaun. Beginning in 1958, he played pool hustler Babby, an occasional "information resource", in eight episodes of the Peter Gunn TV series. Barty starred in the Rawhide episode "Prairie Elephant" in 1961.