Parrots mimic human speech by using their syrinx, which is a vocal organ located at the base of their trachea. They are able to produce sounds by controlling the muscles surrounding the syrinx, allowing them to mimic and imitate various sounds, including human speech. Parrots are skilled at hearing and reproducing sounds, which enables them to learn and mimic words and phrases from their surroundings.