Investigation of a glottal related harmonics-to-noise ratio and spectral tilt as indicators of glottal noise in synthesized and human voice signals.

Hdl Handle:
http://hdl.handle.net/10147/263399
Title:
Investigation of a glottal related harmonics-to-noise ratio and spectral tilt as indicators of glottal noise in synthesized and human voice signals.
Authors:
Murphy, Peter J; McGuigan, Kevin G; Walsh, Michael; Colreavy, Michael
Affiliation:
Department of Electronic and Computer Engineering, University of Limerick, Limerick, Ireland. peter.murphy@ul.ie
Citation:
Investigation of a glottal related harmonics-to-noise ratio and spectral tilt as indicators of glottal noise in synthesized and human voice signals. 2008, 123 (3):1642-52 J. Acoust. Soc. Am.
Journal:
The Journal of the Acoustical Society of America
Issue Date:
Mar-2008
URI:
http://hdl.handle.net/10147/263399
DOI:
10.1121/1.2832651
PubMed ID:
18345852
Abstract:
The harmonics-to-noise ratio (HNR) of the voiced speech signal has implicitly been used to infer information regarding the turbulent noise level at the glottis. However, two problems exist for inferring glottal noise attributes from the HNR of the speech wave form: (i) the measure is fundamental frequency (f0) dependent for equal levels of glottal noise, and (ii) any deviation from signal periodicity affects the ratio, not just turbulent noise. An alternative harmonics-to-noise ratio formulation [glottal related HNR (GHNR')] is proposed to overcome the former problem. In GHNR' a mean over the spectral range of interest of the HNRs at specific harmonic/between-harmonic frequencies (expressed in linear scale) is calculated. For the latter issue [(ii)] two spectral tilt measures are shown, using synthesis data, to be sensitive to glottal noise while at the same time being comparatively insensitive to other glottal aperiodicities. The theoretical development predicts that the spectral tilt measures reduce as noise levels increase. A conventional HNR estimator, GHNR' and two spectral tilt measures are applied to a data set of 13 pathological and 12 normal voice samples. One of the tilt measures and GHNR' are shown to provide statistically significant differentiating power over a conventional HNR estimator.
Language:
en
MeSH:
Adult; Aged; Female; Glottis; Humans; Male; Middle Aged; Models, Biological; Noise; Speech Acoustics; Speech, Alaryngeal; Voice
ISSN:
1520-8524

Full metadata record

DC FieldValue Language
dc.contributor.authorMurphy, Peter Jen_GB
dc.contributor.authorMcGuigan, Kevin Gen_GB
dc.contributor.authorWalsh, Michaelen_GB
dc.contributor.authorColreavy, Michaelen_GB
dc.date.accessioned2012-12-20T14:37:21Z-
dc.date.available2012-12-20T14:37:21Z-
dc.date.issued2008-03-
dc.identifier.citationInvestigation of a glottal related harmonics-to-noise ratio and spectral tilt as indicators of glottal noise in synthesized and human voice signals. 2008, 123 (3):1642-52 J. Acoust. Soc. Am.en_GB
dc.identifier.issn1520-8524-
dc.identifier.pmid18345852-
dc.identifier.doi10.1121/1.2832651-
dc.identifier.urihttp://hdl.handle.net/10147/263399-
dc.description.abstractThe harmonics-to-noise ratio (HNR) of the voiced speech signal has implicitly been used to infer information regarding the turbulent noise level at the glottis. However, two problems exist for inferring glottal noise attributes from the HNR of the speech wave form: (i) the measure is fundamental frequency (f0) dependent for equal levels of glottal noise, and (ii) any deviation from signal periodicity affects the ratio, not just turbulent noise. An alternative harmonics-to-noise ratio formulation [glottal related HNR (GHNR')] is proposed to overcome the former problem. In GHNR' a mean over the spectral range of interest of the HNRs at specific harmonic/between-harmonic frequencies (expressed in linear scale) is calculated. For the latter issue [(ii)] two spectral tilt measures are shown, using synthesis data, to be sensitive to glottal noise while at the same time being comparatively insensitive to other glottal aperiodicities. The theoretical development predicts that the spectral tilt measures reduce as noise levels increase. A conventional HNR estimator, GHNR' and two spectral tilt measures are applied to a data set of 13 pathological and 12 normal voice samples. One of the tilt measures and GHNR' are shown to provide statistically significant differentiating power over a conventional HNR estimator.en_GB
dc.language.isoenen
dc.rightsArchived with thanks to The Journal of the Acoustical Society of Americaen_GB
dc.subject.meshAdult-
dc.subject.meshAged-
dc.subject.meshFemale-
dc.subject.meshGlottis-
dc.subject.meshHumans-
dc.subject.meshMale-
dc.subject.meshMiddle Aged-
dc.subject.meshModels, Biological-
dc.subject.meshNoise-
dc.subject.meshSpeech Acoustics-
dc.subject.meshSpeech, Alaryngeal-
dc.subject.meshVoice-
dc.titleInvestigation of a glottal related harmonics-to-noise ratio and spectral tilt as indicators of glottal noise in synthesized and human voice signals.en_GB
dc.contributor.departmentDepartment of Electronic and Computer Engineering, University of Limerick, Limerick, Ireland. peter.murphy@ul.ieen_GB
dc.identifier.journalThe Journal of the Acoustical Society of Americaen_GB
dc.description.provinceLeinsteren
All Items in Lenus, The Irish Health Repository are protected by copyright, with all rights reserved, unless otherwise indicated.