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4 January 2012, 11:53 | Updated: 4 January 2012, 11:57
The 'Twilight' group are also keen to work with Katy Perry.
Cover Drive have revealed that they would like to collaborate with Rihanna and Bruno Mars.
The group, who release their new single 'Twilight' later this month, supported RiRi on her 'Loud' tour but were too afraid to ask if they could work together.
"She was so beautiful and so nice," lead singer Amanda told Capital FM. "But we didn't dare ask."
Speaking about Bruno, she said: "I think for all of us we love Bruno Mars. He's got an incredible voice."
Amanda also said she thought Gwen Stefani was "amazing", while her band mates Jamar and T-Ray would like to hook-up with Katy Perry and Nicki Minaj in the studio.
Cover Drive's new single 'Twilight' is released on 22nd January. You can pre-order 'Twilight' now.