Floyd was born in Montgomery, Alabama, but grew up in Detroit, Michigan. He founded The Falcons, which also featured Mack Rice. They were forerunners to future Detroit vocal groups such as The Temptations and The Four Tops. Their most successful songs included “You’re So Fine” and later, when Wilson Pickett was recruited into the group as the lead singer, “I Found a Love”. Pickett then embarked on a solo career, and The Falcons disbanded.