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cs.CL2022
Modelling word learning and recognition using visually grounded speech
Danny Merkx, Sebastiaan Scholten, Stefan L. Frank +2
Background: Computational models of speech recognition often assume that the set of target words is already given. This implies that these models do not learn to recognise speech f…
cs.CL2022
Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledge
Danny Merkx, Stefan L. Frank, Mirjam Ernestus
Distributional semantic models capture word-level meaning that is useful in many natural language processing tasks and have even been shown to capture cognitive aspects of word mea…