Ray J isn't backing down from challenging Mario in a singing battle ... despite his opp not taking the competition too seriously.

One of the underlying things is how heavy everything is in the world around me, my personal life, and the industry,” he told Billboard. “I carried all of that with me and got it out of my system ...