音高修饰技术的比较评价

Thomas Drugman, T. Dutoit
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引用次数: 5

摘要

本文讨论了作为高效语音转换系统重要模块的音高修改问题。我们在之前的工作中提出的剩余信号的确定性加随机模型与TDPSOLA, HNM和STRAIGHT进行了比较。通过重要的主观检验对四种方法进行比较。分析了说话者性别和音高修饰比对音高的影响。尽管其压缩水平较高,但DSM技术显示出与其他方法相似或更好的结果,特别是对于男性说话者和重要的修改比例。事实证明,在女性声音方面,DSM的表现只有STRAIGHT比它好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comparative evaluation of pitch modification techniques
This paper addresses the problem of pitch modification, as an important module for an efficient voice transformation system. The Deterministic plus Stochastic Model of the residual signal we proposed in a previous work is compared to TDPSOLA, HNM and STRAIGHT. The four methods are compared through an important subjective test. The influence of the speaker gender and of the pitch modification ratio is analyzed. Despite its higher compression level, the DSM technique is shown to give similar or better results than other methods, especially for male speakers and important ratios of modification. The DSM turns out to be only outperformed by STRAIGHT for female voices.
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