If your doctor thinks that your loss of smell or taste could be due to exposure to irritants, such as fumes or chemicals, he or she may suggest ways to avoid dust, pet dander or other allergy-provoking substances. For example, someone with a dust allergy may be advised to dust with a damp cloth, vacuum more often, and to replace carpets and curtains with hard floor coverings and blinds.