Baking soda is a natural odor remover that may be used to get rid of leftover canine odors from your sofa. Sprinkle baking soda on the fabric and leave it to sit overnight. Vacuum your sofa thoroughly the next morning. The scents should be greatly reduced, if not eliminated.