Determination of largest Lyapunov exponents of vocal signal: application to unilateral laryngeal paralysis.
It has been shown that voice signal abnormalities, particularly in unilateral laryngeal paralysis (ULP), are not always randomly distributed and that "statistical" indexes of regularity, such as jitter and shimmer, may be unreliable in these cases. The techniques of nonlinear dynamics, particularly phase portraits, have been used to demonstrate that some of the abnormalities observed were the consequence of nonlinearity of glottic function. From a theoretical point of view, determination of Lyapunov exponents allows quantification of the complexity of the phase portraits. The authors studied vocal signals recorded in 12 normal subjects and 26 patients with ULP and calculated the largest Lyapunov exponent (LLE). In normal subjects, LLE mean value was 0.380 (SD = 0.182). In patients with ULP, LLE mean value was 0.570 (SD = 0.337). The difference is significant at P = 0.031. Determination of LLE was compared to more "classical" indexes such as jitter and oral airflow during phonation. A principal component analysis showed that information contained in LLE was not redundant but complementary to the other parameters.
Giovanni
A
A
Laboratoire d'Audio-Phonologie Clinique, Fédération ORL, CHU Timone, Marseille, France. agiovann@ap-hm.fr
Ouaknine
M
M
Triglia
J M
JM
D000328:Adult; D005260:Female; D005931:Glottis / Q000503:physiopathology; D006801:Humans; D007830:Larynx / Q000503:physiopathology*; D008297:Male; D008875:Middle Aged; D017711:Nonlinear Dynamics; D010243:Paralysis / Q000150:complications / Q000503:physiopathology*; D014832:Voice Disorders / Q000175:diagnosis / Q000209:etiology