Carolin Oetzmann
3 papers · 2021–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Gold
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Hot Topic Early Bird
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Mega-Team · Squad
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Keywords
self-supervised learning
(1)
machine learning
(1)
major depressive disorder
(1)
convolutional neural network
(1)
long short-term memory
(1)
personalized model
(1)
depression detection
(1)
mobile health
(1)
speech representation
(1)
depression severity
(1)
speech feature
(1)
speech collection
(1)
remote measurement technology
(1)
digital biomarker
(1)
passive monitoring
(1)
reference interval
(1)
remote measurement
(1)
speech task
(1)
depression severity classification
(1)
symptom severity prediction
(1)
Papers
Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction
Interspeech 2025
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models.
Interspeech 2023
Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder
Interspeech 2021