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Statistical Methods for Estimation of Direct and Differential Kinematics of the Vocal Tract

We present and evaluate two statistical methods for estimating kinematic relationships of the speech production system: Artificial Neural Networks and Locally-Weighted Regression. The work is motivated by the need to characterize this motor system, with particular focus on estimating differential as...

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Main Authors: Lammert, Adam, Goldstein, Louis, Narayanan, Shrikanth, Iskarous, Khalil
Format: Artigo
Jezik:Inglês
Izdano: 2013
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3774006/
https://ncbi.nlm.nih.gov/pubmed/24052685
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.specom.2012.08.001
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