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Paula Garfield, co-founder of Deafinitely Theatre, says it was easy to see the Strictly Come Dancing star's "natural talent".
Rose was a member of Deafinitely Youth Theatre when she was younger.
More on this story: Strictly star inspires sign language lessons surge