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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 29 1 Learning English with Peppa Pig ... Nikolaus, Mitja; Alishahi, Afra; Chrupała, Grzegorz. - : arXiv, 2022 BASE Show details 2 Cyberbullying Classifiers are Sensitive to Model-Agnostic Perturbations ... Emmery, Chris; Kádár, Ákos; Chrupała, Grzegorz. - : arXiv, 2022 BASE Show details 3 Discrete representations in neural models of spoken language ... Higy, Bertrand; Gelderloos, Lieke; Alishahi, Afra. - : arXiv, 2021 BASE Show details 4 Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling ... Emmery, Chris; Kádár, Ákos; Chrupała, Grzegorz. - : arXiv, 2021 BASE Show details 5 Analyzing analytical methods: The case of phonology in neural models of spoken language ... Chrupała, Grzegorz; Higy, Bertrand; Alishahi, Afra. - : arXiv, 2020 BASE Show details 6 Learning to Understand Child-directed and Adult-directed Speech ... Gelderloos, Lieke; Chrupała, Grzegorz; Alishahi, Afra. - : arXiv, 2020 BASE Show details 7 Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning ... Kádár, Ákos; Chrupała, Grzegorz; Alishahi, Afra. - : arXiv, 2019 BASE Show details 8 On the difficulty of a distributional semantics of spoken language Chrupała, Grzegorz; Gelderloos, Lieke; Kádár, Ákos... In: Proceedings of the Society for Computation in Linguistics (2019) BASE Show details 9 Lessons learned in multilingual grounded language learning ... Kádár, Ákos; Elliott, Desmond; Côté, Marc-Alexandre. - : arXiv, 2018 BASE Show details 10 Revisiting the Hierarchical Multiscale LSTM ... Kádár, Ákos; Côté, Marc-Alexandre; Chrupała, Grzegorz. - : arXiv, 2018 BASE Show details 11 On the difficulty of a distributional semantics of spoken language ... Chrupała, Grzegorz; Gelderloos, Lieke; Kádár, Ákos; Alishahi, Afra. - : arXiv, 2018 Abstract: In the domain of unsupervised learning most work on speech has focused on discovering low-level constructs such as phoneme inventories or word-like units. In contrast, for written language, where there is a large body of work on unsupervised induction of semantic representations of words, whole sentences and longer texts. In this study we examine the challenges of adapting these approaches from written to spoken language. We conjecture that unsupervised learning of the semantics of spoken language becomes feasible if we abstract from the surface variability. We simulate this setting with a dataset of utterances spoken by a realistic but uniform synthetic voice. We evaluate two simple unsupervised models which, to varying degrees of success, learn semantic representations of speech fragments. Finally we present inconclusive results on human speech, and discuss the challenges inherent in learning distributional semantic representations on unrestricted natural spoken language. ... : Proceedings of the Society for Computation in Linguistics 2019 ... Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Machine Learning cs.LG; Sound cs.SD URL: https://dx.doi.org/10.48550/arxiv.1803.08869 https://arxiv.org/abs/1803.08869 BASE Hide details 12 Encoding of phonology in a recurrent neural model of grounded speech ... Alishahi, Afra; Barking, Marie; Chrupała, Grzegorz. - : arXiv, 2017 BASE Show details 13 Rnn Models For Representation Of Linguistic Form And Function In Recurrent Neural Networks ... Kádár, Ákos; Chrupała, Grzegorz; Alishahi, Afra. - : Zenodo, 2017 BASE Show details 14 Rnn Models For Representation Of Linguistic Form And Function In Recurrent Neural Networks ... Kádár, Ákos; Chrupała, Grzegorz; Alishahi, Afra. - : Zenodo, 2017 BASE Show details 15 Representations of language in a model of visually grounded speech signal ... Chrupała, Grzegorz; Gelderloos, Lieke; Alishahi, Afra. - : arXiv, 2017 BASE Show details 16 From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning ... Gelderloos, Lieke; Chrupała, Grzegorz. - : arXiv, 2016 BASE Show details 17 Representation of linguistic form and function in recurrent neural networks ... Kádár, Ákos; Chrupała, Grzegorz; Alishahi, Afra. - : arXiv, 2016 BASE Show details 18 Elephant: Sequence Labeling for Word and Sentence Segmentation Evang, Kilian; Basile, Valerio; Chrupała, Grzegorz... In: EMNLP 2013 ; https://hal.archives-ouvertes.fr/hal-01344500 ; EMNLP 2013, Oct 2013, Seattle, United States (2013) BASE Show details 19 Text segmentation with character-level text embeddings ... Chrupała, Grzegorz. - : arXiv, 2013 BASE Show details 20 Elephant: Sequence labeling for word and sentence segmentation Evang, Kilian; Basile, Valerio; Chrupała, Grzegorz. - : Association for Computational Linguistics (ACL), 2013. : country:USA, 2013. : place:Stroudsburg, 2013 BASE Show details Page: 1 2

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