首页> 外文会议>Advances in Nonlinear Speech Processing >Phase-Based Methods for Voice Source Analysis
【24h】

Phase-Based Methods for Voice Source Analysis

机译:基于阶段的语音源分析方法

获取原文
获取原文并翻译 | 示例

摘要

Voice source analysis is an important but difficult issue for speech processing. In this talk, three aspects of voice source analysis recently developed at LIMSI (Orsay, France) and FPMs (Mons, Belgium) are discussed. In a first part, time domain and spectral domain modelling of glottal flow signals are presented. It is shown that the glottal flow can be modelled as an anticausal filter (maximum phase) before the glottal closing, and as a causal filter (minimum phase) after the glottal closing. In a second part, taking advantage of this phase structure, causal and anticausal components of the speech signal are separated according to the location in the Z-plane of the zeros of the Z-Transform (ZZT) of the windowed signal. This method is useful for voice source parameters analysis and source-tract deconvolution. Results of a comparative evaluation of the ZZT and linear prediction for source/tract separation are reported. In a third part, glottal closing instant detection using the phase of the wavelet transform is discussed. A method based on the lines of maximum phase in the time-scale plane is proposed. This method is compared to EGG for robust glottal closing instant analysis.
机译:语音源分析是语音处理中一个重要但困难的问题。在本次演讲中,讨论了最近在LIMSI(法国奥赛)和FPM(比利时蒙斯)开发的语音源分析的三个方面。在第一部分中,提出了声门血流信号的时域和频谱域建模。结果表明,声门血流可以在声门闭合之前建模为抗因果滤波器(最大相位),在声门闭合之后可以建模为因果滤波器(最小相位)。在第二部分中,利用该相位结构,根据窗口信号的Z变换(ZZT)的零点在Z平面中的位置,将语音信号的因果分量和反因果分量分开。此方法对于语音源参数分析和源通道反卷积很有用。报告了ZZT的比较评估结果和源/道分离的线性预测结果。在第三部分中,讨论了使用小波变换的相位进行声门闭合即时检测。提出了一种基于时标平面上最大相位线的方法。将该方法与EGG进行比较,以进行可靠的声门闭合即时分析。

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