If this is still a problem for you than here is what you can do
Open up airport utility, you will be able to find it in the utilities folder which is inside of the applications folder. Click on the time capsule, then click on the edit button that is on the bottom of the popup. There you can change your base station password. This will not change you wireless password.
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