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The Algorithm of Voice Transformation Based on SVR
基于SVR的语音变换映射规则研究

Keywords: Voice transformation,Mapping rule,Support Vector Regression
语音变换
,映射规则,支持向量回归,语音变换,映射规则,研究,Based,Transformation,Voice,可懂度,平滑性,离散性,参数映射,高斯混合模型,码书映射,客观测试,仿真实验,特征参数,多输出,基本理论,支持向量回归

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Abstract:

In this paper, the fundamental theory of voice transformation and Support Vector Regression(SVR) are introduced. The algorithm of voice transformation technology based on multi-output SVR is put forward, and the corresponding simulation experiment is carried out. The subjective test and objective test show that compared with code book mapping and GMM, this mapping rule performs well between discreteness and smoothness of parameter.

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