It's the Natural Thing to Do by Mildred Bailey and Her Orchestra

First theatrical release by Bing Crosby with Orchestra under the direction of John Scott Trotter (September 17, 1937)

First release by Hal Kemp and His Orchestra - Vocal Refrain by Skinny Ennis (July 28, 1937)