English boy band 911 covered "Private Number" for their third studio album, There It Is (1999). There are two different versions of the song, one version featuring Natalie Jordan and one featuring Fann Wong. The song was released as the third and final single from the album on 8 May 1999 and peaked at number three on the UK Singles Chart.
The music video features 911 performing the song in pouring rain in China. There are two different versions of the video, one featuring Natalie Jordan and one featuring Fann Wong. In Jordan's version, she can be seen singing her parts whilst on a television screen and in a dark room. In Wong's version, she is standing by herself in the rain as well.