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A Vowel Recognition Method for a Sequence of Vowels Based on a Linear Model.

机译:基于线性模型的元音序列元音识别方法。

摘要

Coarticuration of a sequence of vowels is normalized by a linear model of the coarticulation. An auditory response of V_0 in V V_0 V type connected vowels is modeled as a linear function of the acoustical features of the preceeding V, V_0, and the following V. The coefficients of the function are determined by the method of least squares using training data. The error rate of the recognition test using the model is lower by 7.5% than that of the test not using the model.
机译:通过共发音的线性模型将元音序列的共发音标准化。将V V_0 V型连接的元音中V_0的听觉响应建模为前面的V,V_0和以下V的声学特征的线性函数。该函数的系数由最小二乘法使用训练数据确定。使用该模型的识别测试的错误率比不使用该模型的测试的错误率低7.5%。

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