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Inverse Biomechanical Modeling of the Tongue via Machine Learning and Synthetic Training Data

The tongue’s deformation during speech can be measured using tagged magnetic resonance imaging, but there is no current method to directly measure the pattern of muscles that activate to produce a given motion. In this paper, the activation pattern of the tongue’s muscles is estimated by solving an...

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Detalles Bibliográficos
Publicado en:Proc SPIE Int Soc Opt Eng
Main Authors: Tolpadi, Aniket A., Stone, Maureen L., Carass, Aaron, Prince, Jerry L., Gomez, Arnold D.
Formato: Artigo
Idioma:Inglês
Publicado: 2018
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6037486/
https://ncbi.nlm.nih.gov/pubmed/29997406
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2296927
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