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Voice Conversion Methods for Vocal Tract and Pitch Contour Modification

机译:用于人声道和音高轮廓修改的语音转换方法

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摘要

This study proposes two new methods for detailed modeling and transformation of the vocal tract spectrum and the pitch contour. The first method (selective pre-emphasis) relies on band-pass filtering to perform vocal tract transformation. The second method (segmental pitch contour model) focuses on a more detailed modeling of pitch contours. Both methods are utilized in the design of a voice conversion algorithm based on codebook mapping. We compare them with existing vocal tract and pitch contour transformation methods and acoustic feature transplantations in subjective tests. The performance of the selective pre-emphasis based method is similar to the methods used in our previous work at higher sampling rates with a lower prediction order. The results also indicate that the segmental pitch contour model improves voice conversion performance.
机译:这项研究提出了两种用于声道谱和音高轮廓的详细建模和转换的新方法。第一种方法(选择性预加重)依赖于带通滤波来执行声道转换。第二种方法(分段音高轮廓模型)专注于音高轮廓的更详细建模。两种方法都用于基于码本映射的语音转换算法的设计中。在主观测试中,我们将它们与现有的声道和音高轮廓转换方法以及声学特征移植相比较。基于选择性预加重的方法的性能类似于我们先前工作中以较高的采样率和较低的预测顺序使用的方法。结果还表明,分段音高轮廓模型改善了语音转换性能。

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