I don't watch it but this page from the Radio Times website might be of interest to you. It summarises most of the theories about who might be behind the Doughnuts mask and then goes on to provide links to further theories about all of the other contestants in the show:
https://www.radiotimes.com/tv/entertainment/masked-singer-doughnuts-season-3/