Jeffrey Cohn

3 papers · 2016–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze

🚀 Conference Pioneer 📈 Trend Setter

Venues

Interspeech (2) EMNLP (1)

Top co-authors

Louis-Philippe Morency (2) Sharifa Alghowinem (1) Wenchao Du (1) Julien Epps (1) Alan W. Black (1) Lisa Sheeber (1) Michael Wagner (1) Roland Goecke (1) Nicholas Allen (1) Torsten Wörtwein (1)

Research topics

Machine Learning (3) Core Methods (3) Deep Learning (2) Healthcare & Medicine (2) Speech & Audio (2) Analysis (2) Clinical (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Core AI (1) Learning Types (1) Optimization & Theory (1)

Keywords

representation learning (1) feature learning (1) domain generalization (1) domain adaptation (1) multimodal interaction (1) modality alignment (1) clinical speech analysis (1) speech analysis (1) feature fusion (1) multimodal fusion (1) depression detection (1) residual learning (1) deep autoencoder (1) acoustic feature (1) mental health (1) cross-cultural analysis (1) speech signal (1) mental health assessment (1) behavior marker (1) vocal biomarker (1)

Papers

Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions EMNLP 2022 Bag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach Interspeech 2019 Cross-Cultural Depression Recognition from Vocal Biomarkers Interspeech 2016