Data-Driven Language Understanding for Spoken Dialogue Systems
Nikola Mrksic
Broschiertes Buch

Data-Driven Language Understanding for Spoken Dialogue Systems

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Spoken dialogue systems provide a natural conversational interface to computer applications. In recent years, the substantial improvements in the performance of speech recognition engines have helped shift the research focus to the next component of the dialogue system pipeline: the one in charge of language understanding. The role of this module is to translate user inputs into accurate representations of the user goal in the form that can be used by the system to interact with the underlying application. The challenges include the modelling of linguistic variation, speech recognition errors ...