Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation

arXiv: Computation and Language, Volume abs/1810.07455, 2018.

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Abstract:

In spite of the recent success of Dialogue Act (DA) classification, the majority of prior works focus on text-based classification with oracle transcriptions, i.e. human transcriptions, instead of Automatic Speech Recognition (ASR)u0027s transcriptions. In spoken dialog systems, however, the agent would only have access to noisy ASR trans...More

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