Post-processing method for removing low-frequency bias in glottal inverse filtering

被引:3
|
作者
Koc, Turgay [1 ]
机构
[1] SDU, Isparta, Turkey
关键词
time-domain analysis; high-pass filters; waveform analysis; speech processing; glottal flow waveform; post-processing method; low-frequency bias; linear highpass filtering; low-frequency noise; empirical mode decomposition; glottal inverse filtering; time domain; HPF; SPEECH;
D O I
10.1049/el.2014.3279
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Estimation of glottal flow waveform from speech requires recording of low-frequency sounds down to DC level. It causes a low-frequency noise or bias in the reconstructed glottal flow waveform. Removing this bias by linear highpass filtering (HPF) degrades the shape of glottal flow waveform. A nonlinear method based on empirical mode decomposition is proposed for removing the bias without using HPF while preserving the shape of the glottal flow waveform. The biased glottal flow waveform is decomposed into its intrinsic modes, then the low-frequency bias is estimated by using the higher modes. Glottal flow waveform is reconstructed by subtracting the bias in the time domain. The results show that the proposed method accurately estimates the bias and yields significantly better glottal flow waveforms than the conventional HPF method.
引用
收藏
页码:110 / U123
页数:2
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