Utterance Classification
Related Papers
Effective Utterance Classification with Unsupervised Phonotactic Models
This paper describes a method for utterance classification that does not require manual transcription of training data. The method combines domain independent acoustic models with off-the-shelf classifiers to give utterance …...
Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic Dependencies
We describe a statistical approach for modeling agreements and disagreements in conversational in- teraction. Our approach first identifies adjacency pairs using maximum entropy ranking based on a set of lexical, …...
Data Augmentation for Multiclass Utterance Classification – A Systematic Study
AbstractUtterance classification is a key component in many conversational systems. However, classifying real-world user utterances is challenging, as people may express their ideas and thoughts in manifold ways, and the …...
Relation between Degree of Empathy for Narrative Speech and Type of Responsive Utterance in Attentive Listening
AbstractNowadays, spoken dialogue agents such as communication robots and smart speakers listen to narratives of humans. In order for such an agent to be recognized as a listener of narratives …...