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20232025
most citedIdentifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model

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cs.CL2025

Multilingual Lexical Feature Analysis of Spoken Language for Predicting Major Depression Symptom Severity

Anastasiia Tokareva, Judith Dineley, Zoe Firth +19

Background: Remotely captured spoken language could provide objective, regular indicators of depression symptom severity. However, research to date has largely used non-clinical, c…