Vivino was born in Paterson, New Jersey to Jerry Vivino Sr., a jazz trumpeter, and Emily Vivino.
Floyd Vivino is the older brother of Jerry Vivino and Jimmy Vivino, who are full-time members of the television's Basic Cable Band, formerly called the Max Weinberg 7, and sought-after studio musicians.