Sotabase

Career

· Scientist, Li Ka Shing Knowledge Institute, St Michael's Hospital2018–
· Associate Professor, University of Toronto, Department of Computer Science2018–
· Full member, University of Toronto, School of Graduate Studies2018–
· Faculty member, Vector Institute for Artificial Intelligence2017–
· Co-founder, WinterLight Labs2015–

Publications (268)

Linguistic Features Identify Alzheimer’s Disease in Narrative Speech
Journal of Alzheimer's Disease · 2015
718
cited
Computational Linguistics: 16th International Conference of the Pacific Association for Computational Linguistics, PACLING 2019, Hanoi, Vietnam, October 11–13, 2019, Revised Selected Papers
Introducing Linguistics · 2019
648
cited
Predicting
Speaking, Listening and Understanding · 2018
531
cited
The TORGO database of acoustic and articulatory speech from speakers with dysarthria
Language Resources and Evaluation · 2011
412
cited
BENDR: Using Transformers and a Contrastive Self-Supervised Learning Task to Learn From Massive Amounts of EEG Data
Frontiers in Human Neuroscience · 2021
290
cited
Artificial Intelligence and the Implementation Challenge
Journal of Medical Internet Research · 2019
283
cited
A survey of word embeddings for clinical text
Journal of Biomedical Informatics: X · 2019
217
cited
Detecting Anxiety through Reddit
CLPsych@ACL · 2017
175
cited
Classifying phonological categories in imagined and articulated speech
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2015
155
cited
To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection
Interspeech · 2020
144
cited
Evaluation of Speech-Based Digital Biomarkers: Review and Recommendations
Digital Biomarkers · 2020
123
cited
Evaluation of Deep Learning Models for Identifying Surgical Actions and Measuring Performance
JAMA Network Open · 2020
113
cited
Centroid-based Deep Metric Learning for Speaker Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2019
110
cited
NeuroSpeech: An open-source software for Parkinson's speech analysis
Digit. Signal Process. · 2017
105
cited
Articulatory Knowledge in the Recognition of Dysarthric Speech
IEEE Transactions on Audio, Speech, and Language Processing · 2011
98
cited
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations
Conference on Fairness, Accountability and Transparency · 2022
91
cited
Fast incremental LDA feature extraction
Pattern Recognition · 2015
89
cited
Comparing Pre-trained and Feature-Based Models for Prediction of Alzheimer's Disease Based on Speech
Frontiers in Aging Neuroscience · 2021
88
cited
Thinker invariance: enabling deep neural networks for BCI across more people
Journal of Neural Engineering · 2020
87
cited
A Textual Analysis of US Corporate Social Responsibility Reports
2017
84
cited
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