Perturbation and nonlinear dynamic analyses of voices from patients with unilateral laryngeal paralysis

被引:79
作者
Zhang, Y [1 ]
Jiang, JJ [1 ]
Biazzo, L [1 ]
Jorgensen, M [1 ]
机构
[1] Univ Wisconsin, Sch Med, Dept Surg, Div Otolaryngol Head & Neck Surg,Med Sci Ctr, Madison, WI 53706 USA
关键词
jitter; shimmer; nonlinear dynamic analysis; correlation dimension; laryngeal paralysis;
D O I
10.1016/j.jvoice.2004.11.005
中图分类号
R36 [病理学]; R76 [耳鼻咽喉科学];
学科分类号
100104 ; 100213 ;
摘要
This study used perturbation methods (eg, jitter and shimmer) and nonlinear dynamic methods (eg, phase space reconstruction and correlation dimension) to analyze sustained voices generated by normal subjects and patients with unilateral laryngeal paralysis. We found that normal and pathological voices had low-dimensional dynamic characteristics. For nearly periodic voices, jitter and shimmer values of pathological voices from patients with unilateral laryngeal paralysis were significantly different from normal voices. For nearly periodic and aperiodic voices, the correlation dimensions of pathological voices were statistically higher than normal voices. Receiver operating characteristic analysis was used to evaluate the diagnostic performances of jitter, shimmer, and correlation dimension. High sensitivity and specificity of these three acoustic analyses in distinguishing unilateral laryngeal paralysis patients from normal subjects were found. We concluded that combining traditional perturbation analysis and nonlinear dynamic analysis might provide efficient descriptions of pathological voices and represent a valuable tool for clinical diagnosis of laryngeal paralysis.
引用
收藏
页码:519 / 528
页数:10
相关论文
共 43 条
[1]   Correlation dimension of electroglottographic data from healthy and pathologic subjects [J].
Behrman, A ;
Baken, RJ .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1997, 102 (04) :2371-2379
[2]   Comparison of voice analysis systems for perturbation measurement [J].
Bielamowicz, S ;
Kreiman, J ;
Gerratt, BR ;
Dauer, MS ;
Berke, GS .
JOURNAL OF SPEECH AND HEARING RESEARCH, 1996, 39 (01) :126-134
[3]   SOME SPECTRAL CORRELATES OF PATHOLOGICAL BREATHY AND ROUGH VOICE QUALITY FOR DIFFERENT TYPES OF VOWEL FRAGMENTS [J].
DEKROM, G .
JOURNAL OF SPEECH AND HEARING RESEARCH, 1995, 38 (04) :794-811
[4]   Applying nonlinear dynamics to ECG signal processing [J].
Fojt, O ;
Holcik, J .
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1998, 17 (02) :96-101
[5]   INDEPENDENT COORDINATES FOR STRANGE ATTRACTORS FROM MUTUAL INFORMATION [J].
FRASER, AM ;
SWINNEY, HL .
PHYSICAL REVIEW A, 1986, 33 (02) :1134-1140
[6]   Determination of largest Lyapunov exponents of vocal signal: Application to unilateral laryngeal paralysis [J].
Giovanni, A ;
Ouaknine, M ;
Triglia, JL .
JOURNAL OF VOICE, 1999, 13 (03) :341-354
[7]   MEASURING THE STRANGENESS OF STRANGE ATTRACTORS [J].
GRASSBERGER, P ;
PROCACCIA, I .
PHYSICA D, 1983, 9 (1-2) :189-208
[8]   Objective voice quality analysis before and after onset of unilateral vocal fold paralysis [J].
Hartl, DM ;
Hans, S ;
Vaissière, J ;
Riquet, M ;
Brasnu, DF .
JOURNAL OF VOICE, 2001, 15 (03) :351-361
[9]  
Herzel H., 1993, Appl. Mech. Rev, V46, P399, DOI [10.1115/1.3120369, DOI 10.1115/1.3120369]
[10]   Nonlinear analysis of time series generated by schizophrenic patients -: Measuring the capacity to develop a random rhythm as a test for estimating cognitive-motor dysfunction [J].
Hornero, R ;
Alonso, A ;
Jimeno, N ;
Jimeno, A ;
López, M .
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1999, 18 (03) :84-90