Automatic speech and singing classification in ambulatory recordings for normal and disordered voices

Automatic speech and singing classification in ambulatory recordings for normal and disordered voices

Ambulatory voice monitoring is a promising tool for investigating phonotraumatic vocal hyperfunction (PVH), associated with the development of vocal fold lesions. Since many patients with PVH are professional vocalists, a classifier was developed to better understand phonatory mechanisms during spee...

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Bibliographic Details
Main Authors: Capobianco, S. (Author), Hillman, R.E (Author), Marks, K.L (Author), Mehta, D.D (Author), Ortiz, A.J (Author), Toles, L.E (Author), Van Stan, J.H (Author)
Format: Article
Language:English
Published: Acoustical Society of America 2019
Subjects:
adult
Adult
ambulatory monitoring
article
Automatic speech
Classification (of information)
Classification accuracy
Disordered voice
female
Female
Fundamental frequencies
Ground truth data
Healthy controls
human
human experiment
Humans
Logistic regressions
Monitoring, Ambulatory
pathophysiology
physiology
procedures
singing
Singing
speech
Speech
vocal cord
Vocal Cords
Vocal hyperfunction
voice
Voice
voice disorder
Voice Disorders
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