Faith Matcham
5 papers · 2021–2025 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Keywords
mobile health
(2)
speech analysis
(2)
speech enhancement
(1)
machine learning
(1)
major depressive disorder
(1)
convolutional neural network
(1)
long short-term memory
(1)
personalized model
(1)
depression detection
(1)
speech representation
(1)
forced alignment
(1)
depression severity
(1)
voice quality
(1)
paralinguistic feature
(1)
speaker variability
(1)
speech feature
(1)
speech collection
(1)
remote measurement technology
(1)
digital biomarker
(1)
passive monitoring
(1)
Papers
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