This is the famous shout from the anime Saint Seiya, where Hyoga yells “Cala a boca pássaro!” which basically means “Shut up, bird!” in Portuguese. It’s become a meme in anime communities and people use it whenever they need a dramatic, over-the-top yelling sound effect.