Taste comes back, usually with a great intensity, along with sense of smell. I did not have any loss of taste when I quit. Maybe you should find a new pizza joint, 🙂
Lol it was frozen do it yourself pizza lol not sure if it had much flavor before, strangely enough I could taste normal again about a hour after this post!