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An automatic mechanism is devised for constructing multi\u2010layer animatable facial avatars for unseen faces. We evaluate our technique with a variety of models, and give a quantitative analysis of the constructed results. We also designed and conducted a user study for evaluating the perceived quality of the generated expressive animations. The results demonstrate that our method is an appropriate tool for na\u00efve users to customize their personal 3D avatars. 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