Research Area: | Speech Analysis | Year: | 2011 | ||||
Type of Publication: | In Proceedings | Keywords: | Epochs, group delay spectra, aperiodicity, subharmonics, glottalized sounds, singing voice, Noh voice | ||||
Authors: | B. Yegnanarayana, Dhananjaya N., Anand Joseph Xavier M., Suryakanth V Gangashetty | ||||||
Abstract: | |||||||
The motivation for this study is the need for careful analysis of aperiodicity
of the excitation component in expressive voices. The paper
proposes analysis methods which can preserve the excitation information
corresponding to sequence of impulse-like excitation with
variable strengths. To analyze the details of the excitation source
characteristics, the epochs and the strength of the excitation at the
epochs are obtained using the output of an ideal zero-frequency digital
resonator. The vocal tract system characteristics are derived from
the signal between two successive epochs using the numerator of the
group delay function. The spectrogram of the zero-frequency filtered
signal and the group delay spectrum correspond to characteristics of
the excitation and the vocal tract system, respectively. Decomposition
of the speech signal into these two components bring out the
features of excitation and vocal tract system, which can be used to
explain the perception of expressive voices in terms of features of
aperiodicity, pitch, harmonics and sub-harmonics. The decomposition
method is illustrated using examples from linguistically significant
glottalized sounds (glottal stops and ejectives), singing voices
and Noh voice. |
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Digital version |