Stefano Goria

5 papers · 2022–2025 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Silver

Venues

Interspeech (5)

Top co-authors

Nicholas Cummins (5) Salvatore Fara (3) Roseline Polle (2) Emilia Molimpakis (2) Agnes Norbury (2) Alexandra Livia Georgescu (1) Carolin Oetzmann (1) Amos Folarin (1) Alberto Abad (1) Til Wykes (1)

Research topics

Healthcare & Medicine (3) Artificial Intelligence (2) Machine Learning (2) Speech & Audio (2) Analysis (2) Clinical (2) Core AI (2) Application Areas (1) Bayesian & Probabilistic (1) Learning Paradigms (1) Optimization & Theory (1) Research (1)

Keywords

speech analysis (3) depression detection (3) machine learning (1) bayesian network (1) prototypical network (1) speech embedding (1) mental health (1) speech feature (1) confounding bia (1) health assessment (1) aggregate metric (1) transformer model (1) reference interval (1) mental health classification (1) working memory assessment (1) patient health questionnaire (1) speaker-dependent modeling (1) symptom severity prediction (1) multimodal learning (1) voice fatigue (1)

Papers

Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models Interspeech 2025 Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction Interspeech 2025 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