The news throws more light on the epic kiss the singer shared with his ex, Jennifer Lopez.
An Insider reportedly disclosed to Us Weekly that, "It just was not working and they didn't have enough in common."
The 48-year-old singer wedded the 28-year-old Venezuelan model in the Dominican Republic on November 11, 2014.
The pair started dating months after the Latin singer split from Lopez, ending their marriage of seven years in 2012.
Funny how the split comes after Anthony and Lopez surprised their audience with a kiss at the Latin Grammy Awards on Thursday, November 17, performing of their new single "Olvídame y Pega la Vuelta,” together.