What is the piece doctors wear on their mouth?

A face mask.

Face masks are worn by healthcare professionals to reduce the risk of infection transmission during patient care. They act as a barrier to protect both the healthcare professional and the patient from airborne particles, droplets, and splashes that may contain infectious agents. Face masks are particularly important in situations where there is a high risk of exposure to respiratory infections, such as during the COVID-19 pandemic.