Somewhere Deep in the Night is the title of the seventh studio album by the British sophisti-pop group Swing Out Sister. Produced by longtime collaborator Paul Staveley O'Duffy, the album was first released in Japan in 2001, with a European and American release the following year.Since the group's second album, 1989's Kaleidoscope World, the group has consisted of Corinne Drewery on lead vocals and multi-instrumentalist Andy Connell.