Torch Song has gained note for the musical number Two-Faced Woman from The Band Wagon in which Crawford, in blackface, lip-syncs to the voice of India Adams while writhing with male dancers. The film marked Crawford's return to MGM after a ten-year absence. Her original recordings for the soundtrack, which were not used in the film, have survived and been included in home video releases.
Plot
Jenny Stewart (Crawford) is a tough Broadway musical star, alienating her colleagues with her neurotic demands for absolute perfection. Jenny takes offense when her new rehearsal pianist Tye Graham (Wilding) criticizes her song stylings and ruthless ways.
Graham was blinded in WWII but fell in love with Jenny when he was a young reporter. Deep down, Jenny yearns for a real and lasting love but is disenchanted with the men around her such as Broadway parasite Cliff Willard (Gig Young).