The film was based on a 1941 book. Maurice Ostrer announced the project in July 1945. Yehudi Menuhin was hired to performed the violin solos heard in the film. He arrived in London in May 1945 to record the tracks. In August it was announced Stewart Granger would play the lead role as part of his last two films for Gainsborough Pictures; the other project was Caravan. Phyllis Calvert was to be his co-star. Filming had to be postponed due to an illness to Phyllis Calvert, so Caravan was rushed into production and made first. Phyllis Calvert's character was fictitious, a composite of various women who had helped Paganini. The character of Bianca, the Italian singer, was real. Margaret Lockwood was originally announced to play the role, but was replaced by Jean Kent. Kent later recalled "I had marvellous costumes in that bit not a very good part. You expect she is going to do something and she never does. It's a film that went wrong. Originally I believe they wanted Margaret Lockwood to play it. Presumably then it would have been a much better part, I don't know what happened. Bernard Knowles was a very good cameraman but not a director." Producer R. J. Minner said that:
We are doing it as delicately as possible, as a study of sacred and profane love. Paganini's relationship with Bianca is rather a tricky business to get past the Hays Office, but we hope, with tact, to manage it. He knew Bianca all his life. He couldn't do it without her. She sang at all his concerts. He kept quarrelling with her and coming back to her. She made him ill and nearly killed him, and in the end he left her.
Granger was given two violin tutors. Menuhin used two violins and spent six weeks recording tracks.
In their review, The New York Times concluded, "...the behind-the-scenes playing of Yehudi Menuhin as the violinist, drawing his magic bow over the compositions of Paganini, Tartini and Beethoven, is in itself almost worth the price of admission. Stewart Granger, playing Paganini, offers creditable make-believe as a violinist and does his best to play the man in a forthright manner. Considering the script, that is something of an accomplishment. Phyllis Calvert, as the other half of the romance, does well under the same handicaps, while Jean Kent and Dennis Price, aso facing script difficulties, do the best they can as a couple of jilted lovers. What few pleasant moments occur in the film — outside of the splendid musical sequences — fall to Cecil Parker as Paganini's manager. He presided over the two or three occasions when the audience laughed." The film was entered in the 1946 Cannes Film Festival.