首页> 外文会议>International Symposium on Intelligent Systems Technologies and Applications >Inter-Emotion Conversion using Dynamic Time Warping and Prosody Imposition
【24h】

Inter-Emotion Conversion using Dynamic Time Warping and Prosody Imposition

机译:使用动态时间翘曲和韵律拼版的情感间转换

获取原文

摘要

The objective of this work is to explore the importance of parameters contributing to synthesis of expression in vocal communication. The algorithm discussed in this paper uses a combination of Dynamic Time Warping (DTW) and prosody manipulation to inter-convert emotions among one another and compares with neutral to emotion conversion using objective and subjective performance indices. Existing explicit control methods are based on prosody modification using neutral speech as starting point and have not explored the possibility of conversion between inter-related emotions. Also, most of the previous work relies entirely on perception tests for evaluation of speech quality post synthesis. In this paper, the objective comparison in terms of error percentage is verified with forced choice perception test results. Both indicate the effectiveness of inter-emotion conversion by speech with better quality. The same is also depicted by synthesis results and spectrograms.
机译:这项工作的目的是探讨参数对声乐沟通中表达的综合的重要性。本文讨论的算法使用动态时间翘曲(DTW)的组合和韵律操纵来互相转换情绪,并与使用客观和主观性能指标的中性与情感转换相比。现有的明确控制方法基于韵律修改,使用中立言论作为起点,并且没有探索与相关的情绪之间转换的可能性。此外,以前的大多数工作都依赖于评估言论合成的评估的感知测试。在本文中,通过强制选择感知测试结果验证了误差百分比的目标比较。两者都表明了情绪间转换的有效性,以更好的质量。相同的是通过合成结果和谱图描绘。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号