Abstract
This paper fits in the context of glottal closure instant (GCI) detection. Based on the algorithmic steps of DYPSA method and those set by the Multiscale-Product of LPC residual signal, MP(e(n)), method, it is proposed to compare the effect of Group Delay function followed by Dynamic Programming with that of the MP method, with a view to GCI detection. Results of this comparative approach are presented in terms of reliability, accuracy, and cost of execution in a clean environment. Also, the robustness of the performances of these two methods is compared in the presence of white and babble noise. According to all comparison made, we can conclude that the Group Delay function followed by Dynamic Programming is inefficient in the GCI detection compared to the MP method.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
J. Gudnason, M. Brookes, Voice source cepstrum coefficients for speaker identification, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), 31 Mar 2008. IEEE (2008), pp. 4821–4824
Y. Stylianou, Removing linear phase mismatches in concatenative speech synthesis. IEEE Trans. Speech Audio Process. 9(3), 232–239 (2001)
M. Brookes, P.A. Naylor, J. Gudnason, A quantitative assessment of group delay methods for identifying glottal closures in voiced speech. IEEE Trans. Audio, Speech Language Process. 14(2), 456–466 (2006)
J. Kane, C. Gobl, Evaluation of glottal closure instant detection in a range of voice qualities. Speech Commun. 55(2), 295–314
P.A. Naylor, A. Kounoudes, J. Gudnason, M. Brookes, Estimation of glottal closure instants in voiced speech using the DYPSA algorithm
G. Smidi, A. Bouzid, N. Ellouze, Localisation Temporelle des Discontinuités du Résidu LPC par le Produit Multi-échelle Application à la Détection des GCI en Parole Voisée: e-STAN°e-STA 2014–1
R. Smits, B. Yegnanarayana, Determination of instants of significant excitation in speech using group delay function. IEEE
R. Smits, B. Yegnanarayana, Determination of instants of significant excitation in speech using group delay function. IEEE Trans. Speech Audio Process. 3(5), 325–333 (1995)
A. Bouzid, N. Ellouze, Produit multiéchelle pour la détection des instants d’ouverture et de fermeture de la glotte sur le signal de parole. JEP 525–528 (2006)
T. Drugman, M. Thomas, J. Gudnason, P. Naylor, T. Dutoit, Detection of glottal closure instants from speech signals: a quantitative review. IEEE Trans. Audio Speech Language Process. 20(3), 994–1006 (2012)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Smidi, G., Bouzid, A. (2020). Group Delay Function Followed by Dynamic Programming Versus Multiscale-Product for Glottal Closure Instant Detection. In: Yang, XS., Sherratt, S., Dey, N., Joshi, A. (eds) Fourth International Congress on Information and Communication Technology. Advances in Intelligent Systems and Computing, vol 1041. Springer, Singapore. https://doi.org/10.1007/978-981-15-0637-6_19
Download citation
DOI: https://doi.org/10.1007/978-981-15-0637-6_19
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-15-0636-9
Online ISBN: 978-981-15-0637-6
eBook Packages: EngineeringEngineering (R0)