Extraction of glottal closure and opening instants using zero frequency filtering

K. Deepak, K. Ramesh, S. Prasanna
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引用次数: 0

Abstract

In this paper a simple method is proposed using zero frequency filtering (ZFF) of a close approximate glottal flow derivative (GFD) to extract glottal closure (GCI's) and opening instants (GOI's) from speech. The GFD is obtained from iterative adaptive inverse filtering (IAIF) which contains such instants. It is observed that GCI's can be located by positive zero crossings of zero frequency filtered signal (ZFFS) obtained from GFD. However, GOI's can be located using GFD from negative to positive zero crossing regions of ZFFS. The method is evaluated using CMU-Arctic databases and compared with other state of the art methods under clean and noisy conditions. The performance of the proposed methods are robust under noisy conditions and comparable to other existing methods.
使用零频率滤波提取声门关闭和打开的瞬间
本文提出了一种利用近似声门流量导数(GFD)的零频率滤波(ZFF)从语音中提取声门关闭(GCI)和打开(GOI)的简单方法。GFD是由迭代自适应反滤波(IAIF)得到的,其中包含了这些瞬态。观察到GCI可以通过从GFD获得的零频率滤波信号(ZFFS)的正过零来定位。然而,可以使用GFD从ZFFS的负零交叉区到正零交叉区定位GOI。使用CMU-Arctic数据库对该方法进行了评估,并在清洁和噪声条件下与其他先进方法进行了比较。该方法在噪声条件下具有较强的鲁棒性,可与现有方法相媲美。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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