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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 Hits 1 – 17 of 17 1 A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images ... Yongwan Lim; Toutios, Asterios; Bliesener, Yannick. - : figshare, 2021 BASE Show details 2 A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images ... Lim, Yongwan; Toutios, Asterios; Bliesener, Yannick. - : arXiv, 2021 BASE Show details 3 A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images ... Yongwan Lim; Toutios, Asterios; Bliesener, Yannick. - : figshare, 2021 BASE Show details 4 Emergent Gestural Scores in a Recurrent Neural Network Model of Vowel Harmony Smolensky, Paul; Smith, Caitlin; Rosen, Eric; O'Hara, Charlie In: Proceedings of the Society for Computation in Linguistics (2021) Abstract: In this paper, we present the results of neural network modeling of speech production. We introduce GestNet, a sequence-to-sequence, encoder-decoder neural network architecture in which a string of input symbols is translated into sequences of vocal tract articulator movements. We train our models to produce movements of lip and tongue body articulators consistent with a pattern of stepwise vowel height harmony. Though we provide our models with no linguistic structure, they reliably learn this harmony pattern. In addition, by probing these models we find evidence of emergent linguistic structure. Specifically, we examine patterns of encoder-decoder attention (degree of influence of specific input segments on model outputs) and find that they resemble the patterns of gestural activation assumed within the Gestural Harmony Model, a model of harmony built upon the representations of Articulatory Phonology. This result is significant as it lends support to one of the central claims of the Gestural Harmony Model: that harmony is the result of the harmony-triggering gestures extending to overlap the gestures of surrounding segments. Keyword: Computational Linguistics; gestural phonology; neural network; RNN; speech production; vowel harmony URL: https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1226&context=scil https://scholarworks.umass.edu/scil/vol4/iss1/7 BASE Hide details 5 Learnability of derivationally opaque processes in the Gestural Harmony Model Smith, Caitlin; O'Hara, Charlie In: Proceedings of the Society for Computation in Linguistics (2021) BASE Show details 6 Partial Height Harmony as Partial Transparency Smith, Caitlin In: Proceedings of the Annual Meetings on Phonology; Proceedings of the 2019 Annual Meeting on Phonology ; 2377-3324 (2020) BASE Show details 7 Formal Characterizations of True and False Sour Grapes Smith, Caitlin; O'Hara, Charlie In: Proceedings of the Society for Computation in Linguistics (2019) BASE Show details 8 Computational Complexity and Sour-Grapes-Like Patterns O'Hara, Charlie; Smith, Caitlin In: Proceedings of the Annual Meetings on Phonology; Proceedings of the 2018 Annual Meeting on Phonology ; 2377-3324 (2019) BASE Show details 9 Harmony in gestural phonology ... Smith, Caitlin Michele. - : University of Southern California Digital Library (USC.DL), 2018 BASE Show details 10 Editors' note Jesney, Karen; O'Hara, Charlie; Smith, Caitlin... In: Proceedings of the Annual Meetings on Phonology; Proceedings of the 2016 Annual Meeting on Phonology ; 2377-3324 (2017) BASE Show details 11 Harmony Triggering as a Contrastive Property of Segments Smith, Caitlin In: Proceedings of the Annual Meetings on Phonology; Proceedings of the 2016 Annual Meeting on Phonology ; 2377-3324 (2017) BASE Show details 12 Morphological Consonant Mutation as Gestural Affixation Smith, Caitlin In: Proceedings of the fiftieth (50.) annual meeting of the Chicago Linguistic Society (2016), S. 411-426 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 13 Nasal Spreading as Defective Gestural Deactivation Smith, Caitlin In: Proceedings of the Annual Meetings on Phonology; Proceedings of the 2014 Annual Meeting on Phonology ; 2377-3324 (2016) BASE Show details 14 A Gestural Account of Neutral Segment Asymmetries in Harmony Smith, Caitlin In: Proceedings of the Annual Meetings on Phonology; Proceedings of the 2015 Annual Meeting on Phonology ; 2377-3324 (2016) BASE Show details 15 From Counselor Skill to Decreased Marijuana Use: Does Change Talk Matter? Barnett, Elizabeth; Moyers, Theresa B.; Sussman, Steve. - 2013 BASE Show details 16 Stable articulatory tasks and their variable formation : Tamil retroflex consonants Smith, Caitlin; Proctor, Michael; Iskarous, Khalil. - : France : International Speech Communication Association, 2013 BASE Show details 17 On distinguishing articulatory configurations and articulatory tasks : Tamil retroflex consonants Smith, Caitlin; Proctor, Michael; Iskarous, Khalil. - : Melville, NY : Acoustical Society of America, 2013 BASE Show details

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