Machine Learning Assessment of Spasmodic Dysphonia Based on Acoustical and Perceptual Parameters

Adductor spasmodic dysphonia is a type of adult-onset focal dystonia characterized by involuntary spasms of laryngeal muscles. This paper applied machine learning techniques for the severity assessment of spasmodic dysphonia. To this aim, 7 perceptual indices and 48 acoustical parameters were estima...

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Bibliografiska uppgifter

Huvudupphov:	Federico Calà, Lorenzo Frassineti, Claudia Manfredi, Philippe Dejonckere, Federica Messina, Sergio Barbieri, Lorenzo Pignataro, Giovanna Cantarella
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	MDPI AG 2023-03-01
Serie:	Bioengineering
Ämnen:	spasmodic dysphonia voice assessment acoustical analysis BioVoice machine learning LIME
Länkar:	https://www.mdpi.com/2306-5354/10/4/426
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