Characterisation of tremor in normophonic voices

Vocal tremor is a low frequency instability of the voice that causes modulation of its amplitude and fundamental frequency. Among these two, frequency modulation is more relevant for perception and it has been shown to be present both in normophonic and dysphonic voices and to happen in similar frequency bands for both voice types. This paper presents a characterisation of the frequency modulating signal estimated for normophonic voices in terms of both its spectral characteristics and its statistical distribution. By using the discrete Fourier transform for data non-uniformly spaced in time domain, it is shown that the modulating signal may be either low-pass or band-pass (i.e. oscillating), though the low-pass case dominates in the analysed data. As for the values of the modulating signal, their distribution is shown to fairly fit a Gaussian distribution with a standard deviation that significantly depends on the average fundamental frequency.

[1]  Edie R. Hapner,et al.  Validation of a telephone screening tool for spasmodic dysphonia and vocal fold tremor. , 2014, Journal of voice : official journal of the Voice Foundation.

[2]  Eyal Yair,et al.  Comparative Evaluation of Several Pitch Process Models in the Detection of Vocal Tremor , 1987, IEEE Transactions on Biomedical Engineering.

[3]  J. Kreiman,et al.  Perception of vocal tremor. , 2003, Journal of speech, language, and hearing research : JSLHR.

[4]  L. Optican,et al.  Hypothetical membrane mechanisms in essential tremor , 2008, Journal of Translational Medicine.

[5]  C. Dromey,et al.  The influence of pitch and loudness changes on the acoustics of vocal tremor. , 2002, Journal of speech, language, and hearing research : JSLHR.

[6]  Ieee Staff 2017 25th European Signal Processing Conference (EUSIPCO) , 2017 .

[7]  Rahul Shrivastav,et al.  An acoustic-perceptual study of vocal tremor. , 2012, Journal of voice : official journal of the Voice Foundation.

[8]  N. Otsu A threshold selection method from gray level histograms , 1979 .

[9]  Bogdan Woldert-Jokisz,et al.  Saarbruecken Voice Database , 2007 .

[10]  Mike E. Davies,et al.  23rd European Signal Processing Conference (EUSIPCO 2015) , 2015 .

[11]  J. Jiang,et al.  Acoustic and airflow spectral analysis of voice tremor. , 2000, Journal of speech, language, and hearing research : JSLHR.

[12]  F. Wilcoxon Individual Comparisons by Ranking Methods , 1945 .

[13]  M. Brin,et al.  Consensus Statement of the Movement Disorder Society on Tremor , 2008, Movement disorders : official journal of the Movement Disorder Society.

[14]  E. Finnegan,et al.  Perception of vocal tremor during sustained phonation compared with sentence context. , 2012, Journal of voice : official journal of the Voice Foundation.

[15]  Gabriele Steidl,et al.  Fast Fourier Transforms for Nonequispaced Data: A Tutorial , 2001 .

[16]  Jean Schoentgen,et al.  Modulation frequency and modulation level owing to vocal microtremor. , 2002, The Journal of the Acoustical Society of America.