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This paper presents a new toolkit for the evaluation of spoken dialogue systems in Ambient Intelligence domains. It is comprised of several tools that can be employed to process corpora of recorded interactions and automatically obtain statistical measures in order to assess and improve these systems. The toolkit has been employed to evaluate the Mayordomo multimodal dialogue system, which enables automatic control of home appliances.
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