Learning words from sights and sounds: a computational model

@article{Roy2002LearningWF,
  title={Learning words from sights and sounds: a computational model},
  author={Deb Roy and Alex Pentland},
  journal={Cognitive Science},
  year={2002},
  volume={26},
  pages={113-146}
}
This paper presents an implemented computational model of word acquisition which learns directly from raw multimodal sensory input. Set in an information theoretic framework, the model acquires a lexicon by finding and statistically modeling consistent cross-modal structure. The model has been implemented in a system using novel speech processing, computer vision, and machine learning algorithms. In evaluations the model successfully performed speech segmentation, word discovery and visual… CONTINUE READING
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