Detroit's girls: The Motor City--The Satintones (1959)
Detroit's Cuisine: The House of Blue Lights--Freddy Slack (with Ella Mae Morse) (1946)
Along slightly different lines, here is some more Detroit music.
"C.C. Rider" - Mitch Ryder & The Detroit Wheels