Daniel Bone
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View article: Contrastive Unsupervised Learning for Speech Emotion Recognition
Contrastive Unsupervised Learning for Speech Emotion Recognition Open
Speech emotion recognition (SER) is a key technology to enable more natural human-machine communication. However, SER has long suffered from a lack of public large-scale labeled datasets. To circumvent this problem, we investigate how unsu…
View article: Conversational correlates of rapid social judgments of children and adolescents with and without ASD
Conversational correlates of rapid social judgments of children and adolescents with and without ASD Open
Autism spectrum disorder (ASD) is characterized by deficits in social communication, and even children with ASD with preserved language are often perceived as socially awkward. We ask if linguistic patterns are associated with social perce…
View article: Clinical state tracking in serious mental illness through computational analysis of speech
Clinical state tracking in serious mental illness through computational analysis of speech Open
Individuals with serious mental illness experience changes in their clinical states over time that are difficult to assess and that result in increased disease burden and care utilization. It is not known if features derived from speech ca…