clicking

I own a 2006 Toyota Corolla (Corolla Altis here in South East Asia). I own the car for almost two years already (I’m the 2nd owner) and recently the car starts acting up again. There’s this weird sound coming from behind the dashboard (see link to video) and was wondering what is the cause of...