Waller's Victor recording of "A Little Bit Independent", written by Joe Burke and Edgar Leslie, was No. 1 on Your Hit Parade for two weeks in 1935. He also charted with "Whose Honey Are You?", "Lulu's Back in Town", "Sweet and Low", "Truckin'", "Rhythm and Romance", "Sing an Old Fashioned Song to a Young Sophisticated Lady", "West Wind", "All My Life", "It's a Sin to Tell a Lie", "Let's Sing Again", "Cross Patch", "You're Not the Kind", "Bye Bye Baby", "You're Laughing at Me", "I Love to Whistle", "Good for Nothing", "Two Sleepy People", and "Little Curly Hair in a Highchair".