Gilmore also recorded a version of fellow Delta bluesman Robert Johnson's track, "Ramblin' on My Mind".
[3] He recorded "Ramblin' on My Mind" on January 23, 1952, at Casablanca Lounge in Greenville, Mississippi, which he sang with accompaniment by Ike Turner on piano and Jesse "Cleanhead" Love on drums.
At the same session, Gilmore recorded several other songs, including "All in My Dreams" and "Take a Little Walk with Me", which were released by Modern as a single.
[4] He also performed regularly in St. Louis, Missouri, and Pine Bluff, Arkansas, during which period he lived in a boarded-up abandoned house.
[6] During the years he lived in Pine Bluff, Gilmore and Houston Stackhouse performed together, as they had previously, in the early 1950s.