<P> "Dance with Me Tonight" is a single by English singer - songwriter Olly Murs, taken from his second studio album, In Case You Didn't Know . It was released as the album's second single on 18 November 2011 and was written by Murs, Claude Kelly and Steve Robson . </P> <P> The song stayed at number two in the UK for two consecutive weeks before finally giving Murs his third UK number - one single in December 2011 . The track was released as the album's third single across Europe in November 2012, and as with his previous European single "Oh My Goodness" will receive a CD release that was absent in the UK . In August 2013 a new version of the song was released as the third single from the US version of Right Place, Right Time . </P> <Table> <Tr> <Td> </Td> <Td> "Dance with Me Tonight" (2011) A 20 - second sample of "Dance with Me Tonight", a pop, swing and jazz song . </Td> </Tr> <Tr> <Td_colspan="2"> Problems playing this file? See media help . </Td> </Tr> </Table> <Tr> <Td> </Td> <Td> "Dance with Me Tonight" (2011) A 20 - second sample of "Dance with Me Tonight", a pop, swing and jazz song . </Td> </Tr>

Who sings i just want to dance with you tonight