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03/14/2022
Modelling word learning and recognition using visually grounded speech
Background: Computational models of speech recognition often assume that...
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02/21/2022
Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledge
Distributional semantic models capture word-level meaning that is useful...
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06/16/2021
Semantic sentence similarity: size does not always matter
This study addresses the question whether visually grounded speech recog...
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05/31/2020
Learning to Recognise Words using Visually Grounded Speech
We investigated word recognition in a Visually Grounded Speech model. Th...
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05/19/2020
Comparing Transformers and RNNs on predicting human sentence processing data
Recurrent neural networks (RNNs) have long been an architecture of inter...
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09/09/2019
Language learning using Speech to Image retrieval
Humans learn language by interaction with their environment and listenin...
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03/27/2019
Learning semantic sentence representations from visually grounded language without lexical knowledge
Current approaches to learning semantic representations of sentences oft...
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02/14/2018