Singh was born in 1977 in Preston, Lancashire in a Sikh family. Educated at Kirkham Grammar School, an independent school in Kirkham, Lancashire, she graduated from the University of Lancaster with a degree in English and Philosophy. She then gained a postgraduate qualification in journalism at the School of Journalism, Media and Communication, University of Lancashire.