Measuring periodicity perturbations in pathological voice: general-purpose software vs. Custom-tailored methods
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Rodríguez Guillén, Reinier
Ferrer Riesgo, Carlos Ariel
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The acoustic measurement of the severity of the symptoms present in
pathological voice is an active research area, for being inexpensive and non
invasive. Periodicity perturbations are among the most frequently used,
requiring the previous extraction of the individual glottal pulse boundaries. In
this paper we explore the performances of methods for detecting glottal pulse
boundaries as implemented by freely available software (Praat, intended for
phonetic studies) vs. a research-grade pulse cycle detector (reported as a superresolution
method). We compare the sequences of pulse markers as obtained by
two of Praat’s internal implementations and the super-resolution method against
the hand-marked reference sequence in a dataset of pathological sustained
vowels from a well-known database. A group of performance measures is
extracted from this comparison, using a Dynamic-Time Warping alignment
procedure. The measures obtained show the pros and cons of each alternative.
Researchers and clinicians must be aware of the benefits of selecting either
approach.
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R. Rodríguez-Guillén and C. A. Ferrer-Riesgo, "Measuring Periodicity Perturbations in Pathological Voice: General-Purpose Software vs. Custom-Tailored Methods," in VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering, 2019.