In 1990 Minogue was in a relationship with INXS lead singer Michael Hutchence, which furthered her attempts to gain acceptance as a mature performer, with Hutchence saying his favourite hobby was "corrupting Kylie", and writing the INXS hit song "Suic

In 1990 Minogue was in a relationship with INXS lead singer Michael Hutchence, which furthered her attempts to gain acceptance as a mature performer, with Hutchence saying his favourite hobby was "corrupting Kylie", and writing the INXS hit song "Suicide Blonde" in reference to her. By 1997 Minogue was involved in a relationship with French photographer Stephane Sednaoui.

Her relationships, including her now finished relationship with French actor Olivier Martinez, have been extensively reported. In February 2008, there was much media speculation about the relationship between Minogue and Martinez when they were seen together in Paris. The couple reportedly talked about reuniting and starting a family but the singer later dismissed the reports. Minogue was later quoted as saying "I had dinner with my ex-boyfriend and next thing I know there's a debate about whether we're having a family. We didn't even talk about that."