Determination of glottal closure instants from clean and telephone quality speech signals using single frequency filtering

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Journal Title
Journal ISSN
Volume Title
A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Date
2020-11
Major/Subject
Mcode
Degree programme
Language
en
Pages
Series
Computer Speech and Language, Volume 64
Abstract
A new approach for determining the glottal activity from speech signals is presented in this paper. The approach is based on the use of single frequency filtering (SFF), proposed recently for voice activity detection. The variance (across frequency) of the spectral envelopes at each sampling instant is derived using the SFF of speech signal. The variance plot shows discontinuities corresponding to the impulse-like excitation within each glottal cycle. The proposed method uses filtering, thus avoiding the window effects of block processing, but the temporal resolution of the frequencies is still determined by the filtering process. The method also does not assume any knowledge of the average pitch period to derive the glottal activity features, such as the locations of the glottal closure instants (GCIs). The proposed GCI detection method is evaluated on five databases and compared with four existing methods on clean speech and telephone quality speech. From the experiments, it is observed that the performanceof the proposed method is comparable to the existing methods on clean speech and significantly better on telephone quality speech.
Description
Keywords
Glottal activity, Glottal closure instant (GCI), Single frequency filtering (SFF), Spectral variance, Speech analysis, Zero frequency filtering (ZFF)
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Citation
Kadiri , S R & Yegnanarayana , B 2020 , ' Determination of glottal closure instants from clean and telephone quality speech signals using single frequency filtering ' , Computer Speech and Language , vol. 64 , 101097 . https://doi.org/10.1016/j.csl.2020.101097