Is this still an issue? Could you test a later version of Kubuntu?
Feisty is not supported anymore.
** Changed in: kaffeine (Ubuntu)
Status: New => Invalid
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cant bind info socket
https://bugs.launchpad.net/bugs/116742
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Bugs, which is subscribed to kaffeine in ubuntu.