conftrace_

Salvatore Fara

3 papers · 2022–2024 · 1 conference · across top CS/AI conferences

Achievements

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🧭 Keyword Pioneer 🐝 Cross-Pollinator (10)

Conferences

INTERSPEECH (3)

Top co-authors

Stefano Goria (3) Nicholas Cummins (3) Emilia Molimpakis (2) Roseline Polle (1) Alexandra Georgescu (1) Orlaith Hickey (1)

Keywords

speech analysis (3) depression detection (2) bayesian network (1) mental health (1) confounding bia (1) health assessment (1) aggregate metric (1) mental health classification (1) working memory assessment (1) multimodal learning (1) patient health questionnaire (1) performance metric (1)

Papers

Revealing Confounding Biases: A Novel Benchmarking Approach for Aggregate-Level Performance Metrics in Health Assessments INTERSPEECH 2024 Bayesian Networks for the robust and unbiased prediction of depression and its symptoms utilizing speech and multimodal data INTERSPEECH 2023 Speech and the n-Back task as a lens into depression. How combining both may allow us to isolate different core symptoms of depression INTERSPEECH 2022