Smoking can indeed affect your sense of taste and smell. A study conducted on smokers sniffing different food items failed to identify six out of eight odors. They are mainly unable to identify a bitter taste or salt. This can also mess up with their mind trying to differentiate between different food items and their taste. It can create confusion, and one can end up thinking they consumed baby powder somehow.