Cole grew up in Southampton, New York. At the age of 15, Cole began taking vocal lessons and landed a number of singing engagements in New York. Cole made some 30 appearances on MTV's The Grind, and became a regular performer at Tatou in New York City. Through these appearances, Cole was discovered by Universal Music's Doug Morris and Daniel Glass, and promptly signed to Universal Records.