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Backing vocals on several tracks were recorded in London with renowned English-based session singers including Jimmy Helms, Katie Kissoon, Carol Kenyon and Tessa Niles.
The song features rock guitar riffs from Tarplin, a saxophone solo from Thomas "Beans" Bowles, keyboards from Earl Van Dyke, bass from James Jamerson, and the vocals of Gaye and background session singers The Andantes.