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Mel cepstrum parameterization and classification of opera singers' voices

机译:梅尔倒谱参数化和歌剧演唱者声音分类

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A mel-cepstral parametrization method has been used to analyze the voices of 14 professional singers from five different vocal categories. The goal was to link the spectral properties of each voice to its respective vocal category. It was found that the main spectral differences amongst singers can be accounted for by a two-dimensional space where the discrimination between male and Female voices takes place along the first axis and the discrimination among intra-gender vocal categories takes place along the second axis. The spectral characteristics associated with the two axes suggest that both types of discrimination are related to the formant structure of the spectra and are therefore of articulatory nature. [References: 22]
机译:梅尔倒谱参数化方法已用于分析来自五个不同声乐类别的14位专业歌手的声音。目的是将每种声音的频谱特性链接到其各自的声音类别。已经发现,歌手之间的主要频谱差异可以由二维空间来解释,在该二维空间中,男性声音和女性声音之间的区分沿着第一轴发生,而性别内部人声类别之间的区分发生在第二轴上。与两个轴相关的光谱特征表明,两种类型的鉴别都与光谱的共振峰结构有关,因此具有发音性质。 [参考:22]

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