I have that recording and really enjoy it. I hope this is what the original poster is asking about. Orphaned twin sisters Dixie and May cross paths with high society and fall in love with two eligible young men, with the expected 1920s musical-comedy romantic entanglements. The title song is sung by one of the couples when they finally get together late in the show.
"In my own little corner..."