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Rudolf Uher

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

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Achievements

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🌉 Interdisciplinary Bridge · Silver 📈 Trend Setter

Venues

Interspeech (3)

Top co-authors

Sageev Oore (3) Sri Harsha Dumpala (3) Katerina Dikaios (1) Abraham Nunes (1) Chandramouli S. Sastry (1) Frank Rudzicz (1) Chandramouli Shama Sastry (1)

Research topics

Deep Learning (2) Machine Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Healthcare & Medicine (1) Speech & Audio (1) Analysis (1) Architectures (1) Clinical (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

self-supervised learning (2) depression detection (2) speech processing (1) speech analysis (1) speech classification (1) distribution shift (1) speech embedding (1) symptom detection (1) global feature (1) test-time training (1) background noise (1) multi-task learning (1) localized feature (1) model robustness (1)

Papers

Test-Time Training for Speech-based Depression Detection Interspeech 2025 Self-Supervised Embeddings for Detecting Individual Symptoms of Depression Interspeech 2024 On Combining Global and Localized Self-Supervised Models of Speech Interspeech 2022