Whirring noise on idle - 2004 clio 1.4 16v Expression

Today my Clio started making a whirring noise whilst idling. It is coming from the back of the engine on the drivers side.

Video link is below.

I would be extremely grateful if you could give me some advice. Is it possible it is the water pump or cambelt??

Thanks in advance

CC