In the 1934 book, American Ballads and. Lyrics Songfacts®: This is a traditional song that folk singer Leadbelly popularized before his death in 1949. He recorded a lot of songs that otherwise might have been lost, including "Goodnight Irene" and " Midnight Special ." Leadbelly's version is a cappella and commonly sung by laborers to pass the time while working.