It's a long shot, but try reverting from WYSIWYG Editing to Standard Editor format, under User CP -> Edit Options. As Mullet said:
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it shouldnt appear if your signature box is really empty
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You might have tags, ie. [tags][/tags] remaining in your text box, which will need to be cleared but aren't visible with Enhanced Interface (

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