Daniel Smith

3 papers · 2016–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

Interspeech (2) ACL (1)

Top co-authors

Andreas Duenser (2) Lauren Ward (2) Jill Freyne (2) Angela Morgan (2) Barbara Dodd (1) Daniel McFarland (1) David Silvera-Tawil (1) Raymond Zhang (1) Alessandro Stefani (1) Katherine Keith (1)

Research topics

Artificial Intelligence (2) Learning Paradigms (2) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Machine Learning (1) Architectures (1) Clinical (1) Core AI (1) Core Methods (1) Domain-Specific (1)

Keywords

causal inference (1) transfer learning (1) speech recognition (1) automatic speech recognition (1) phoneme recognition (1) acoustic model (1) hidden markov model (1) text embedding (1) peer review (1) child speech assessment (1) phonological error pattern (1) speech development (1) speech disorder (1) speech-language pathology (1) neural network (1) propensity score matching (1) nearest neighbor matching (1) automated screening (1) variable ratio matching (1)

Papers

Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies ACL 2023 Improving Child Speech Disorder Assessment by Incorporating Out-of-Domain Adult Speech Interspeech 2017 Automated Screening of Speech Development Issues in Children by Identifying Phonological Error Patterns Interspeech 2016