We Found Love is music.
`` We Found Love '' is a song recorded by Bajan singer Rihanna from her sixth studio album , Talk That Talk ( 2011 ) . It was the singer 's eleventh song to top the Hot 100 , placing her in third place among female recording artists amassing the most number one singles .