Florence + The Machine music video Shake It Out. 'Shake It Out' by English indie rock artists Florence + The Machine was released as the second single from their second studio album Ceremonials (2011). This gospel flavoured tune embraces organs, bells and tambourines and Florence Welch, lead singer, has admitted that writing this song came very easily to her.