The film , adapted from the popular Cole Porter Broadway musical , starred the MGM songbird team of Howard Keel and Kathryn Grayson as the leads , supported by Ann Miller , Keenan Wynn , Bobby Van , James Whitmore , Kurt Kasznar and Tommy Rall .