Florence and the Machine ( also written as Florence + the Machine ) , is the recording name of Florence Welch and a collaboration of other artists who provide backing music for her voice . Florence and the Machine ( stylised as Florence + The Machine ) is the recording name of English musician Florence Welch and a collaboration of other artists who provide backing music for her voice .