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建模表演的歌声

Modeling Expressive Performances of the Singing Voice
课程网址: http://videolectures.net/ecmlpkdd09_marinescu_mepsv/  
主讲教师: Maria Cristina Marinescu
开课单位: 麻省理工学院
开课时间: 2009-10-20
课程语种: 英语
中文简介:
这项工作的长期目标是开发操作手套的模型,并使用它们产生类似发票质量和风格的表现性表演,这些歌手的原始表演听起来像。本文着重于通过使用从现有的音频记录中提取的高级描述符来学习表达性能的时序模型。我们的方法是基于应用机器学习来发现基于现有表演的表达歌唱的特定时间模式。实验结果表明,实际表现的音符持续时间与我们模型预测的音符持续时间之间存在显着的相关性。
课程简介: The long term goal of this work is to develop models of operatic singers and use them to generate expressive performances similar in voice quality and style with what original performances by those singers would sound like. This paper focuses on learning timing models of expressive performance by using high-level descriptors extracted from existing audio recordings. Our approach is based on applying machine learning to discover singer-specific timing patterns of expressive singing based on existing performances. The experimental results show a significant correlation between the note durations of real performances and those predicted by our model.
关 键 词: 开发操作手套的模型; 音频记录; 时序模型
课程来源: 视频讲座网
最后编审: 2019-03-27:lxf
阅读次数: 28