Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones
Speech-based diaries from mobile phones can capture paralinguistic patterns that help
detect mental illness symptoms such as suicidal ideation. However, previous studies have …
detect mental illness symptoms such as suicidal ideation. However, previous studies have …
Promoting Fairness and Diversity in Speech Datasets for Mental Health and Neurological Disorders Research
Current research in machine learning and artificial intelligence is largely centered on
modeling and performance evaluation, less so on data collection. However, recent research …
modeling and performance evaluation, less so on data collection. However, recent research …
Somatisation Disorder Detection via Speech: Introducing a Self-Supervised Learning Model
With the depressive psychiatric disorders becoming more common, people are gradually
starting to take it seriously. Somatisation disorders, as a general mental disorder, are rarely …
starting to take it seriously. Somatisation disorders, as a general mental disorder, are rarely …
An End-to-End Model for Speech-based Somatisation Disorder Detection
Somatisation disorder is a chronic psychiatric disorder that often lacks medical explanation,
which can cause more severe functional impairment and social difficulties. In non-invasive …
which can cause more severe functional impairment and social difficulties. In non-invasive …