A group of men singing inside St Basil's Cathedral in Moscow

My visit to St Basil's Cathedral (Собор Покрова пресвятой Богородицы, что на Рву) was met by a surprise when we all heard this group of men singing in symphony. I'm not sure what song this is nor their purpose but I take it to be something religious.