Not enough information, really, but I'll make a few assumptions.
If you are not married to a Japanese, then having a baby in Japan does not automatically give Japanese citizenship to the baby.
If you are married to a Japanese, then it is automatic.
Japan doesn't recognize the location (i.e., country) where one is born, so even being born on a US military base in Japan would not be sufficient to grant Japanese citizenship unless one parent is Japanese.