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Analysis of the three-dimensional tongue shape using a three-index factor analysis model

机译:使用三指标因子分析模型分析三维舌头形状

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摘要

Three-dimensional tongue shape during vowel production is analyzed using the three-mode PARAFAC (parallel factors) model. Three-dimensional MRI images of five speakers (9 vowels) are analyzed. Sixty-five virtual fleshposints (13 segments along the rostral-caudal dimension and 5 segments along the right-left direction) are chosen based on the interpolated tongue shape images. methods used to adjust the alignment of MRI images, to set up the fleshpoints, and to measure the position of the fleshpoints are presented. PARAFAC analysis of this 3D coordinate data results in a stable two-factor solution that explains about 70% of the variance.
机译:使用三模式PARAFAC(并行因子)模型分析元音生成过程中的三维舌形。分析了五个扬声器(9个元音)的三维MRI图像。基于内插的舌头形状图像,选择了65个虚拟肌网(沿喙尾方向为13个分段,沿左右方向为5个分段)。提出了用于调整MRI图像的对齐方式,设置肉点以及测量肉点位置的方法。对该3D坐标数据进行的PARAFAC分析产生了稳定的两因素解决方案,该解决方案可解释约70%的方差。

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