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Did You Say What I Think You Said? - Towards a Language-Based Measurement of a Speech Recognizer's Confidence

Ludwig, Bernd ; Hitzenberger, Ludwig



Abstract

In this paper we discuss the problem that in a dialogue system, speech recognizers should be able to guess whether the speech recognition failed, even if no correct transcription of the actual user utterance is available. Only with such a diagnosis available, the dialogue system can choose an adequate repair strategy and try to recover from the interaction problem with the user and avoid negative ...

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