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acoustic analysis acoustic metrics acoustic parameters algorithm amplitude assessment audio automatic average breathiness cepstral cepstrum characterized classifier clinical coefficients computed correlation cycle length database detection device dysarthria dysarthric speech dysperiodicity dysphonic speakers energy estimation evaluation extracted female formant frames function fundamental frequency glottal glottal area glottal cycle glottis harmonic IEEE jitter Keywords landmarks laryngoscopy larynx layer maximum mean MFCC modal modulation level normal normophonic obstructive sleep apnea obtained optimization Parkinson’s Disease pathological voices patients perceptual performance perturbations phonation pitch ratio recorded running speech samples scores segmentation sensor Signal Processing simulation singers snore sound spasmodic dysphonia spectral spectrum speech disorders speech signal subjects sustained vowels syllable teachers UPDRS values vocal discomfort vocal fatigue vocal fold vocal fold model vocal fold vibrations vocal load vocal tract voice disorders voice quality