How to make Homemade Smoked Paprika. Smoking your peppers will add a wonderfully deep flavor. The pepper should be smoked prior to drying. Place the peppers in your smoker and add oak chips. Smoke for 3 hours, then remove and finish drying in a dehydrator before grinding the peppers into a spice.