If the Alfred Moore/ Elizabeth Barraclough marriage in Leeds is the correct one it looks as if Emily Rosina was born about a year before their marriage.
Maybe brought up by a relative with a name change? Have you followed up Elizabeth's parents and siblings, especially her sisters?
An infant death is also very possible of course, as Mirf suggests.
Anne