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In this paper we focus on the real-time frequency domain analysis of speech signals, and on the extraction of suitable and perceptually meaningful features that are related to the glottal source and that may pave the way for robust speaker identification and voice register classification. We take advantage of an analysis-synthesis framework derived from an audio coding algorithm in order to estimate and model the relative delays between the different harmonics reflecting the contribution of the glottal source and the group delay of the vocal tract filter. We show in this paper that this approach effectively captures the shape invariance of a periodic signal and may be suited to monitor and extract in real-time perceptually important features correlating well with specific voice registers or with a speaker unique sound signature. A first validation study is described that confirms the competitive performance of the proposed approach in the automatic classification of the breathy, normal and pressed voice phonation types.
Author (s): Sousa, Ricardo;
Ferreira, Aníbal;
Affiliation:
University of Porto, Porto, Portugal
(See document for exact affiliation information.)
Publication Date:
2010-06-06
Session subject:
Speech and Forensics - Voice Identification
DOI:
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Sousa, Ricardo; Ferreira, Aníbal; 2010; Importance of the Relative Delay of Glottal Source Harmonics [PDF]; University of Porto, Porto, Portugal; Paper 2-4; Available from: https://aes.org/publications/elibrary-page/?id=15503
Sousa, Ricardo; Ferreira, Aníbal; Importance of the Relative Delay of Glottal Source Harmonics [PDF]; University of Porto, Porto, Portugal; Paper 2-4; 2010 Available: https://aes.org/publications/elibrary-page/?id=15503
@inproceedings{Sousa2010importance,
title={{Importance of the Relative Delay of Glottal Source Harmonics}},
author={Sousa, Ricardo and Ferreira, Aníbal},
year={2010},
month={jun},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 2-4; AES Conference: 39th International Conference: Audio Forensics: Practices and Challenges; June 2010},
number={2-4},
organization={AES},
}
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