Judith Dineley
6 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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Taxonomy Completionist
(14)
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Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
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Research topics
Keywords
mobile health
(2)
speech analysis
(2)
data annotation
(1)
speech enhancement
(1)
machine learning
(1)
major depressive disorder
(1)
convolutional neural network
(1)
long short-term memory
(1)
personalized model
(1)
data sharing
(1)
depression detection
(1)
speech representation
(1)
data collection
(1)
forced alignment
(1)
speech corpus
(1)
speech technology
(1)
depression severity
(1)
voice quality
(1)
paralinguistic feature
(1)
speaker variability
(1)
Papers
Challenges and practical guidelines for atypical speech data collection, annotation, usage and sharing: A multi-project perspective
Interspeech 2025
Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction
Interspeech 2025
Variability of speech timing features across repeated recordings: a comparison of open-source extraction techniques
Interspeech 2024
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models.
Interspeech 2023
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech
Interspeech 2023
Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder
Interspeech 2021