Kevin, 35, has apparently decided to go solo and auditioned for the fifth series, which will premiere in January 2016.
A source told the Daily Star that all four of the judges - Paloma Faith, Boy George, will.i.am and Ricky Wilson - turned their chairs for Kevin.
And, all judges were said to be really keen to have Kevin on their team. A source told the newspaper: "Kevin really impressed everyone. This could be huge for him."
Finding fame on ITV talent show Popstars, Kevin formed Liberty X with the show's runners-up, Michelle Heaton, Tony Lundon, Jessica Taylor and Kelli Young.
Liberty X achieved 10 Top 20 singles from 2001 to 2007, and reformed in 2012 for ITV2 show, The Big Reunion.
On The Big Reunion they went on an arena tour but decided as a group not to pursue music, instead deciding to use their reunion as a proper and final goodbye to fans.
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