Cargando…

Identification of glottal instants using electroglottographic signal for vulnerable cases of voicing

Robust detection of glottal instants is essential for various speech and biomedical applications. Glottal closing and glottal opening are two crucial instants/epochs of a glottal cycle. The first-order derivative of the Electroglottographic (EGG) signal demonstrates important peaks at those location...

Descripción completa

Detalles Bibliográficos
Autores principales: Mandal, Tanumay, Rao, Krothapalli Sreenivasa, Gupta, Sanjay K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Institution of Engineering and Technology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7704144/
https://www.ncbi.nlm.nih.gov/pubmed/33282323
http://dx.doi.org/10.1049/htl.2019.0085
_version_ 1783616760237260800
author Mandal, Tanumay
Rao, Krothapalli Sreenivasa
Gupta, Sanjay K.
author_facet Mandal, Tanumay
Rao, Krothapalli Sreenivasa
Gupta, Sanjay K.
author_sort Mandal, Tanumay
collection PubMed
description Robust detection of glottal instants is essential for various speech and biomedical applications. Glottal closing and glottal opening are two crucial instants/epochs of a glottal cycle. The first-order derivative of the Electroglottographic (EGG) signal demonstrates important peaks at those locations for standard voicing, but the detection of glottal instants becomes erroneous when the peak to peak amplitude of the EGG signal is very low, irregular and unpredictable. In this work, a new efficient method is proposed for identification of glottal instants from the EGG signals including the segments of the signals where the signals are feeble with irregular periodicity. The overall accuracy of detection will be enhanced by identifying the glottal instants for the whole part of the signal including the vulnerable segments of signal. As the phase of a signal is uniform in nature, the phase information of the EGG signal has been explored to detect glottal instants accurately. Under low strength of the EGG signal, the proposed method remarkably has better performance compared to the existing instants detection methods and for pathological EGG signal, the detection accuracy of glottal instants is better than other existing methods.
format Online
Article
Text
id pubmed-7704144
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher The Institution of Engineering and Technology
record_format MEDLINE/PubMed
spelling pubmed-77041442020-12-04 Identification of glottal instants using electroglottographic signal for vulnerable cases of voicing Mandal, Tanumay Rao, Krothapalli Sreenivasa Gupta, Sanjay K. Healthc Technol Lett Article Robust detection of glottal instants is essential for various speech and biomedical applications. Glottal closing and glottal opening are two crucial instants/epochs of a glottal cycle. The first-order derivative of the Electroglottographic (EGG) signal demonstrates important peaks at those locations for standard voicing, but the detection of glottal instants becomes erroneous when the peak to peak amplitude of the EGG signal is very low, irregular and unpredictable. In this work, a new efficient method is proposed for identification of glottal instants from the EGG signals including the segments of the signals where the signals are feeble with irregular periodicity. The overall accuracy of detection will be enhanced by identifying the glottal instants for the whole part of the signal including the vulnerable segments of signal. As the phase of a signal is uniform in nature, the phase information of the EGG signal has been explored to detect glottal instants accurately. Under low strength of the EGG signal, the proposed method remarkably has better performance compared to the existing instants detection methods and for pathological EGG signal, the detection accuracy of glottal instants is better than other existing methods. The Institution of Engineering and Technology 2020-11-10 /pmc/articles/PMC7704144/ /pubmed/33282323 http://dx.doi.org/10.1049/htl.2019.0085 Text en http://creativecommons.org/licenses/by-nc/3.0/ This is an open access article published by the IET under the Creative Commons Attribution -NonCommercial License (http://creativecommons.org/licenses/by-nc/3.0/)
spellingShingle Article
Mandal, Tanumay
Rao, Krothapalli Sreenivasa
Gupta, Sanjay K.
Identification of glottal instants using electroglottographic signal for vulnerable cases of voicing
title Identification of glottal instants using electroglottographic signal for vulnerable cases of voicing
title_full Identification of glottal instants using electroglottographic signal for vulnerable cases of voicing
title_fullStr Identification of glottal instants using electroglottographic signal for vulnerable cases of voicing
title_full_unstemmed Identification of glottal instants using electroglottographic signal for vulnerable cases of voicing
title_short Identification of glottal instants using electroglottographic signal for vulnerable cases of voicing
title_sort identification of glottal instants using electroglottographic signal for vulnerable cases of voicing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7704144/
https://www.ncbi.nlm.nih.gov/pubmed/33282323
http://dx.doi.org/10.1049/htl.2019.0085
work_keys_str_mv AT mandaltanumay identificationofglottalinstantsusingelectroglottographicsignalforvulnerablecasesofvoicing
AT raokrothapallisreenivasa identificationofglottalinstantsusingelectroglottographicsignalforvulnerablecasesofvoicing
AT guptasanjayk identificationofglottalinstantsusingelectroglottographicsignalforvulnerablecasesofvoicing