A NEW VOICE SOURCE MODEL BASED ON HIGH-SPEED IMAGING AND ITS APPLICATION TO VOICE SOURCE ESTIMATION

被引:13
|
作者
Shue, Yen-Liang [1 ]
Alwan, Abeer [1 ]
机构
[1] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
关键词
source estimation; voice source; speech analysis;
D O I
10.1109/ICASSP.2010.5495030
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
There are numerous models of varying complexities which seek to efficiently represent the voice source signal. These models are typically based on data and observations which can come from air-flow masks, electroglottographs, mechanical systems, and the inverse-filtering of speech signals. The first part of this study examines observations from the high-speed imaging of the larynx and proposes a new source model, which is shown to provide a better fit for the observed data than existing models. The proposed source model is then used in an automatic source estimation application, based on methods introduced in an earlier study [1]. Results, on average, show that the proposed model provides a more accurate estimation of the source signal compared with the Liljencrants-Fant model.
引用
收藏
页码:5134 / 5137
页数:4
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