In these cases, adding the "う" to the end of an "O" vowel character, expresses that you hold the vowel sound when speaking.
So, it isn't Reizoku, it is Reizouku (re-i-zooh-ku), with an extended "o" sound coming from the "zo" character. :D Similarly, it isn't Yosei, its Yousei (yooh-se-i), with an extended "o" sound coming from the "yo" character.
I hope that's helpful. :]!