If your sense of smell changes in parallel with your “Covid-19” infection, rest assured that you are not alone. One study showed that those who completely lost their sense of smell regained it within two years, but others still suffer from the condition. Health experts say that the loss of smell is not due to congestion, but rather a change in you. They recommend retraining the nose to regain the sense of smell, inhaling 4 perfumes.