The 30-year-old star told US magazine Monarch that she would love to work with rapper Kanye West.
“I would love to work with Kanye,” she said. “I just love him. I think he’s so witty.”
The former Destiny’s Child singer, who released her third solo album in July, also hopes to work with Black Eyed Peas singer Fergie, whose “energy and sass” she admires, as well as Canadian hip-hop artist Drake.
“I’m still trying to make that happen,” she says about Lil Wayne’s famous protégé.
The Motivation singer also told the magazine that she is not doing X Factor for the money – but that she hopes to discover and “groom” a new musical superstar.
“I would love to find a new artist and not somebody who will only stay in the UK. I’m aiming for an international hit,” she said.