Acoustic speech analysis of patients with decompensated heart failure: A pilot study
Author(s) -
Olivia Murton,
Robert E. Hillman,
Daryush D. Mehta,
Marc J. Semigran,
Maureen Daher,
Thomas F. Cunningham,
Karla Verkouw,
Sara Tabtabai,
Johannes Steiner,
GW Dec,
Dennis A. Ausiello
Publication year - 2017
Publication title -
the journal of the acoustical society of america
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.619
H-Index - 187
eISSN - 1520-8524
pISSN - 0001-4966
DOI - 10.1121/1.5007092
Subject(s) - phonation , heart failure , medicine , diuretic , audiology , cardiology , intracardiac injection
This pilot study used acoustic speech analysis to monitor patients with heart failure (HF), which is characterized by increased intracardiac filling pressures and peripheral edema. HF-related edema in the vocal folds and lungs is hypothesized to affect phonation and speech respiration. Acoustic measures of vocal perturbation and speech breathing characteristics were computed from sustained vowels and speech passages recorded daily from ten patients with HF undergoing inpatient diuretic treatment. After treatment, patients displayed a higher proportion of automatically identified creaky voice, increased fundamental frequency, and decreased cepstral peak prominence variation, suggesting that speech biomarkers can be early indicators of HF.
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