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08/22/2023
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model
Language use has been shown to correlate with depression, but large-scal...
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05/21/2023
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech
Speech is promising as an objective, convenient tool to monitor health r...
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06/02/2022
Detecting the Severity of Major Depressive Disorder from Speech: A Novel HARD-Training Methodology
Major Depressive Disorder (MDD) is a common worldwide mental health issu...
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04/26/2021
Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study
The Bluetooth sensor embedded in mobile phones provides an unobtrusive, ...
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04/17/2021
Remote smartphone-based speech collection: acceptance and barriers in individuals with major depressive disorder
The ease of in-the-wild speech recording using smartphones has sparked c...
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09/27/2020
The Relationship between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multi-centre Longitudinal Observational Study
Research in mental health has implicated sleep pathologies with depressi...
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04/29/2020