According to the News of the World, Minogue, 38, has fallen for Calvin Harris, the producer of her new disc. The two have already been out together several times.
A source explained, "Kylie and Calvin have spent loads of time together working on the album. Kylie is a real fighter. She’s excited about the new album and meeting Calvin is the icing on the cake. He always makes her laugh and they’re a lovely couple."
A spokesperson for the singer refuses to comment on the rumour.
Minogue battled breast cancer in 2005 with the help of her former boyfriend, French actor Olivier Martinez. The two were together for four years before their recent split.