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Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors

2023-10-25 · Marek Kubis, Paweł Skórzewski, Marcin Sowański, Tomasz Ziętkiewicz

In a spoken dialogue system, an NLU model is preceded by a speech recognition system that can deteriorate the performance of natural language understanding. This paper proposes a method for investigating the impact of sp…

en-US domain classificationen-US Intent Classificationen-US Slot FillingNatural Language Understanding+4
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