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depression severity

10 papers

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Co-occurring keywords · papers mentioning both

social media (2) text classification (2) mood detection (1) speech timing (1) patient health questionnaire (1) clinical interaction (1) speaker count estimator (1) depression severity classification (1) ordinal loss (1) facial biomarker (1)

Papers

Identifying Vocal and Facial Biomarkers of Depression in Large-Scale Remote Recordings: A Multimodal Study Using Mixed-Effects Modeling Interspeech 2025 Leveraging Ordinal Information for Speech-based Depression Classification Interspeech 2025 Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements Interspeech 2025 Delving into the Depths: Evaluating Depression Severity through BDI-biased Summaries EACL 2024 Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines ACL 2024 Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. Interspeech 2023 Dyadic Interaction Assessment from Free-living Audio for Depression Severity Assessment Interspeech 2022 IISERB@LT-EDI-ACL2022: A Bag of Words and Document Embeddings Based Framework to Identify Severity of Depression Over Social Media ACL 2022 Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder Interspeech 2019 An Affect Prediction Approach Through Depression Severity Parameter Incorporation in Neural Networks Interspeech 2017