The 'X Factor' judge, who is dating Formula One ace Lewis Hamilton, said she is looking forward to her co-star on the ITV1 show Gary Barlow for the parenting advice, reported Femalefirst.
"Gary is brilliant. I didn't really know him before. I think I really liked him the day I found out he won Celebrity Dad Of The Year.
"The pride he takes in his family and children -- he's a true gentleman. He's a lovely, honest human. And he's a great dad. All he does is talk about his family. I love that," she said.
Scherzinger, 34, also said Barlow's popularity with his fans took her by surprise.
"He's just a grade A human. It kind of sucks. He puts us all to shame.
"I thought I was something special until I came on the show. I thought the fans were waving at me but they just knocked me aside to take pictures of Gary. I was like, 'Really? That's what's happening now? All right, I'll take the picture of you with Gary'."