why does the poet say he shall tell people this with a sigh? why do you think the final stanza start with a sigh?

The poem begins with a sigh because he probably regrets going down the path that he had chosen and now in a retrospect, he sighs because of the choice that he had made. He wishes that he was given another chance to go back and make a fresh start.