Mel Tormé and the Mel-Tones sing the title song in this 1945 Soundie (a short film produced to be played on jukebox-like Panoram machines).
Dance, Baby, Dance (Tantze Babele) (1945) is currently not available on any services.
Josef Berne
Soundies Distributing Corporation of America