How to stop swaddling my baby?

We are trying to stop swaddling our baby gradually. He is four months old now. He keeps crying when we unswaddle one arm, now he has been crying for half an hour and we know that he is tired because he keeps rubbing his eyes. Any advices how we can help our baby to transit better? Do we just continue to let him cry?