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Universal Studios had their "B" musicals down to a science in the 1940s. All that was needed was a cast of talented contractees, four or five modest production numbers, and a title based on a popular song hit. In I Can't Give You Anything But Love, Baby, Broderick Crawford plays a sentimental gangster who abducts songwriter Johnny Downs and forces him to write a love ballad. It is Crawford's hope that the song will reach out and touch his long-lost childhood sweetheart. I Can't Give You Anything But Love, Baby was based on James Edward Grant's short story Trouble in B Flat; echoes of the basic premise later resurfaced in the 1957 "A" picture The Girl Can't Help It.