Faith Matcham
4 papers · 2021–2024 · 1 conference · across top CS/AI conferences
Achievements
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π Cross-Pollinator (4) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Interdisciplinary Bridge
π₯
Mega-Team
(25)
π
Trend Setter
Conferences
INTERSPEECH (4)
Top co-authors
Keywords
speech analysis
(2)
mobile health
(2)
speech enhancement
(1)
major depressive disorder
(1)
convolutional neural network
(1)
long short-term memory
(1)
personalized model
(1)
speech representation
(1)
forced alignment
(1)
depression severity
(1)
voice quality
(1)
paralinguistic feature
(1)
speaker variability
(1)
speech collection
(1)
remote measurement technology
(1)
digital biomarker
(1)
passive monitoring
(1)
reverberation effect
(1)
speech timing
(1)
clinical research
(1)
Papers
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