Multitask and Transfer Learning Approach for Joint Classification and Severity Estimation of Dysphonia
Dosti Aziz,
Sztahó Dávid
Abstract:Objective: Despite speech being the primary communication medium, it carries valuable information about a speaker’s health, emotions, and identity. Various conditions can affect the vocal organs, leading to speech difficulties. Extensive research has been conducted by voice clinicians and academia in speech analysis. Previous approaches primarily focused on one particular task, such as differentiating between normal and dysphonic speech, classifying different voice disorders, or estimating the severity of voic… Show more
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