DocumentCode :
15083
Title :
Post-processing method for removing low-frequency bias in glottal inverse filtering
Author :
Koc, Turgay
Author_Institution :
Electron. & Commun. Eng., SDU, Isparta, Turkey
Volume :
51
Issue :
1
fYear :
2015
fDate :
1 8 2015
Firstpage :
110
Lastpage :
112
Abstract :
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.
Keywords :
high-pass filters; speech processing; time-domain analysis; waveform analysis; HPF; empirical mode decomposition; glottal flow waveform; glottal inverse filtering; linear highpass filtering; low-frequency bias; low-frequency noise; post-processing method; time domain;
fLanguage :
English
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el.2014.3279
Filename :
7006848
Link To Document :
بازگشت