The singer, who released his seventh studio album Accelerate last year, admitted that kids Junior and Princess give him their honest opinions on his material.
"The kids are quick to tell me when they don't like something," Andre told The Sun. "There are a couple of songs on the album they won't even listen to."
The 'Celebrity Dad of the Year' continued: "They're my critics. I love it that they have their own ideas."
Andre also revealed that 7-year-old Junior has ambitions to become a singer: "Little J is an entertainer. I sometimes hear him singing in private. It's every parent's dream that their child is a doctor or an architect. But kids decide early what they want to do.
"I want them to be quite a bit older. I got offered a recording contract live on TV at 16 in Australia - and my dad wouldn't let me sign it until I'd left school. When they start really young they don't get a chance to do the normal things."
The 'Perfect Night' star insisted that his children are under "no pressure" to perform when they feature on his ITV2 fly-on-the-wall series, adding that they have a "whale of a time".
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Listen to Peter Andre's new single 'Perfect Night' below: