Title :
Extraction of glottal closure and opening instants using zero frequency filtering
Author :
Deepak, K.T. ; Ramesh, K. ; Prasanna, S.R.M.
Author_Institution :
Dept. of Electron. & Electr. Eng., Indian Inst. of Technol. Guwahati, Guwahati, India
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.
Keywords :
adaptive filters; feature extraction; filtering theory; iterative methods; speech processing; CMU-Arctic databases; GCI; GFD; GOI; IAIF; ZFF; ZFFS; glottal closure extraction; glottal flow derivative; glottal opening instant extraction; iterative adaptive inverse filtering; positive zero crossings; speech signal; zero frequency filtered signal; Additives; Databases; Estimation; Noise; Robustness; Speech; Speech processing; Glottal flow derivative (GFD); glottal closure instants (GCI´s); glottal opening instants (GOI´s); zero frequency filter (ZFF);
Conference_Titel :
India Conference (INDICON), 2014 Annual IEEE
Conference_Location :
Pune
Print_ISBN :
978-1-4799-5362-2
DOI :
10.1109/INDICON.2014.7030502