2 research outputs found
I think I have heard that one before : recurrence-based word learning with a robot
In this chapter, the authors present a model for learning Word-Like Units (WLUs) based on acoustic recurrence, as well as the results of an application of the model to simulated child-directed speech in human-robot interaction. It is a purely acoustic single-modality model: the learning does not invoke extralinguistic factors such as possible references of words or linguistic constructs including phonemes. The main target phenomenon is the learner’s perception that a WLU has been repeated. To simulate it, a Dynamic Time Warping (DTW)-based algorithm is introduced to search for recurrent utterances of similar acoustic features. The authors then extend this model to incorporate interaction, corrective feedback in particular, and assess the ameliorating effect of caregiver correction when a WLU, which is close to the real word, is uttered by the learner