Catplayinginthesnow: Impact of Prior Segmentation on a Model of Visually Grounded Speech

15 Jun 2020William N. HavardJean-Pierre ChevrotLaurent Besacier

We investigate the effect of introducing phone, syllable, or word boundaries on the performance of a Model of Visually Grounded Speech and compare the results with a model that does not use any boundary information and with a model that uses random boundaries. We introduce a simple way to introduce such information in an RNN-based model and investigate which type of boundary enables a better mapping between an image and its spoken description... (read more)

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