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Which Martin and Lewis film introduced the song That’s Amore?

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Director Norman Taurog, wearing a hat and glasses, sits beside actor Mickey Rooney, who is smiling, on the set of the film Boys Town, with camera equipment visible behind them. — Norman Taurog Norman Taurog (right) with Mickey Rooney on the set of Boys Town (1938).

The Martin and Lewis film that introduced the song "That’s Amore" is the 1953 golfing comedy The Caddy.1