There are substantial differences between the two, and I do not like white pepper.
White pepper is produced with ripened pepper, while black pepper is not. White pepper has a more spicy taste, and it might have an odor if it's not well dried because, when producing white pepper, it is kept in water for many days to ease the removal of the outer layer.