Speech science intern
SpeechWorks Inc · Montréal QC
CV
Curriculum vitae
Positions, education, awards, grants, teaching, and professional service.
Career
Positions
Speech science intern
Scansoft Inc · Boston USA
Research assistant and system administrator
CLaC Labs, Concordia University · Montréal QC
Research assistant
Centre for Intelligent Machines, McGill University · Montréal QC
Research intern
Quillsoft Ltd and Bloorview Kids Rehab · Toronto ON
Founder and CEO
Thotra Incorporated · Toronto ON
Visiting Scholar
Whiting School of Engineering, Johns Hopkins University · Baltimore USA
Associate professor
Faculty of Computer Science, Dalhousie University · Halifax NS
Assistant professor (status)
Department of Computer Science, University of Toronto · Toronto ON
Scientist
Toronto Rehabilitation Institute, University Health Network · Toronto ON
Scientist
International Centre for Surgical Safety, Li Ka Shing Knowledge Institute, St Michael's Hospital · Toronto ON
Director of AI
Surgical Safety Technologies Inc · Toronto ON
Co-founder
WinterLight Labs · Toronto ON
Acquired by Cambridge Cognition
Founding advisor
Autumn AI Inc · Toronto ON
Acquired by Qualtrics
Founding advisor
Mutuo Health Solutions Inc · Toronto ON
Acquired by Heallwell
Full professor
Faculty of Computer Science, Dalhousie University · Halifax NS
- Director, Advanced Computing CORE Facility
- Interim Director, Big Data Analytics Institute
- Advisor, CADTH
- Associate Scientist, MSSU
- Member, Connected Minds (CFREF)
- Certificate, Academic Leadership
- Scientist Member, Creative Destruction Labs (CDL)
- Cluster Lead (AI), Faculty of Computer Science (2025-)
- Advisory member, Open Health, University College London
Faculty member
Vector Institute for Artificial Intelligence · Toronto ON
- Advisor, Samsung Next Q Fund
- Fellow, Institute for Clinical Evaluative Sciences
- Faculty Affiliate, Schwartz Reisman Institute for Technology and Society
- Member, Temerty Centre for AI Research and Education in Medicine
- Canada Chair in AI, CIFAR
Associate professor (status)
Department of Computer Science, University of Toronto · Toronto ON
Professor (status)
Department of Computer Science, University of Toronto · Toronto ON
- Full member, School of Graduate Studies
- Associate professor (status), Department of Laboratory Medicine and Pathobiology, University of Toronto
- Associate member, Institute of Medical Science
- Associate member, Rehabilitation Sciences Institute (formerly GDRS)
- Faculty Associate, Centre for Ethics
- Associate member, School of Graduate and Postdoctoral Studies, Western University
- Adjunct researcher, College of Health and Medicine, University of Tasmania (2021-2024)
- Member, Collaborative Program in Neuroscience
- Member, Toronto Dementia Research Alliance
- Sessional Lecturer II (early promotion)
Affiliate Scientist
Nova Scotia Health Authority · Halifax NS
Education
Degrees
June 2011
PhD · University of Toronto
Production knowledge in the recognition of dysarthric speech
December 2006
MEng · McGill University
CLAVIUS: Understanding Language Understanding in Multimodal Interaction
December 2003
BSc · Concordia University
Experiments and Analysis in Cross-Document NP-Coreference
Recognition
Awards
2025
Best Paper award
2025
Outstanding Paper award
2025-2029
Killam Memorial Chair
2021
Best Student Paper award
2020
Best Paper award
2020
Best Paper award
2018
Connaught Innovation Award
2016
Innovation and Science Early Researcher Award
2016
Winner, pitch competition (with Winterlight Labs)
2016
Excellence in Applied Research
2015
Research in Print award
2013
Best Student Paper Award (Katie Fraser first author, Interspeech 2013)
2012
Young Network Investigator award
2012
Entrepreneur award
2011-2012
Elevate Industrial Fellowship
2009-2010
Graduate Scholarship
2009
Accelerate Canada award
2006-2009
Canada Graduate Scholarship (Doctoral)
2006
Majors Fellowship
2004-2005
Bourse de Maitrise
2002
undergraduate research award (AI)
2004
CS graduation award
2001-2003
Dean's List
Support
Grants
Representation Immunization on Trainium: Scalable Noising & Weight-Locking
Responsible AI Amazon Research Award (ARA) · International · $257,710 (USD)
Early identification of risk for major depressive disorder from parent and youth speech
CIHR Project · National · $1,009,800 · Co-applicant; Rudolf Uher: NPI
Research Grant
Center for AI Safety · International · $5750 (USD)
Partnership for Artificial Intelligence and Quality of Working Lives and Worker Well-Being (PAIQ)
SSHRC Partnership Grant - Stage 2 · National · $2,499,192 · Co-applicant; Arif Jetha: NPI
Building Resilience in Smart Agriculture: Cybersecure, Reliable, and Equitable (SECURE-AGRO)
NSERC CREATE · National · $1,650,000 · Co-Applicant; Ali Dehghantanha:NPI
Voices for Mental Health: AI-Driven Diagnosis through Speech, Language, and other Data
Ontario Brain Institute · National · $80,000
Charting our own course: Practical and ethical considerations implementing AI-supported charting in primary care
Nova Scotia Health · Provincial · $99,942 · Co-I; Mathew Grandy: PI
Next Wave Fund
Dalhousie University · Institutional · $35,000
Stroke in Women: Growing Opportunities to Realize optimal Evaluation, Diagnosis, and outcomes (StrokeGoRed)
Heart & Stroke · National · $4,983,959.19 · PI, Amy Yu: NPI
The Role of Limbic Structures, Memory and Emotion in Chronic Neuropathic Pain
CIHR · National · $1,400,000 · Co-PI, Mogdan Hodai: NPI
Predicting Readmission Outcomes using Biostatistical Evaluation and Machine Learning (PROBE ML)
Heart & Stroke · National · $276,037 · Co-PI, Douglas Lee: NPI
Reducing the impacts of emotion recognition bias on Canadians
SSHRC Insight grant · National · $391,972 · Co-I, Steven Livingstone: PI
Enabling Neuroscience research Approaches for Brain, feeLings and Emotions (ENABLE): An Platform for Clinical Trials in Mood Disorders
Health Canada, Ontario Brain Institute, Janssen R&D (CAN-BIND) · National · $5,031,457 · Co-I, Benicio N. Frey: PI
Artificial Intelligence Automation to Improve Family Medicine Workflow
T-CAIREM · National · $100,000 · PI
Promoting diversity and fairness in narrative text recommendation by disentangled representations
Naver Corporation (Korea) · International · $1,196,160 · PI
Voice as a Biomarker of Health: Building an ethically sourced, bioaccoustic database to understand disease like never before
National Institutes of Health (NIH) · International · $13,817,302 USD · Co-I, Yael Bensoussan: NPI
Heart-Brain IMPACT award
Heart and Stroke Foundation and Brain Canada · National · $2,900,000 · Co-PI, Douglas S Lee: NPI
ICES UofT Data Access, The Ontario Uveitis Cohort (OUC) Database - Development and validation of an administrative data algorithm
CANSSI Ontario · Provincial · $10,000
An Artificial Intelligence-based MR Imagine Reconstruction Framework
CIFAR-Temerty Innovation Catalyst Grant · Institutional · $130,000 · Co-PI; Mojgan Hodaie:PI
Towards Articulatory-Based Adaptation in Dysarthric Speech Recognition
NSERC Collaborative Research and Development Grant · National · $152,895 · applicant; Graeme Hirst:PI
Early Stage grant
University of Toronto · Institutional · $30,000
SpokenWeb: Developing a Comprehensive Web-Based Digital Spoken Word Archive for Literary Research
SSHRC Insight Grant · National · $301,124 · collaborator; Jason Camlot:PI
Towards articulatory-based adaptation in recognition of dysarthric speech
Bell University Labs Research Grant · Institutional · $75,000 · applicant; Graeme Hirst:PI
Thotra - Speech enabling technology
Ontario Centres of Excellence Market Readiness award · Provincial · $40,000
A recognition-by-synthesis architecture for dysarthric speech using deep-belief networks
Nuance Foundation research grant · International · $45,330 USD
Affect recognition (COG1)
GRAND Collaborative Network Investigator · National · $17,000
A control-theoretic model of speech production and recognition for use within prosthetic communication devices
NSERC Discovery grant · National · $120,000
Thotra incorporated
RIC VentureStart award · National · $30,000
Individually optimized brain stimulation in dementia using MEG
Ontario Brain Institute Ontario Neurodegenerative Disease Research Initiative (ONDRI) Basic Science Program · Provincial · $726,655 · Co-PI; Jed Meltzer:PI)
Software to engage individuals with Alzheimers disease in conversation in support of speech therapy
Alzheimer Society of Canada Young Investigator grant · National · $180,000
Development of a talker-specific hearing aid
NSERC Engage (with Phonak Ltd.) · National · $25,000
A cloud-based computational resource for clinical and educational applications of speech technology
Leverhulme Trust grant · International · £124,994 · Co-I; Phil Green:PI
Speech-based conversation model for data analytics
NSERC Engage (with IBM) · National · $25,000
A dynamic emotion feedback system for music using audio, symbolic, and physiological features
NSERC Collaborative Research and Development Grant · National · $440,000 · Co-I; Frank Russo:PI
Automated assessment of customer service through voice recognition
NSERC Engage (with Seth's Hospitality Services Inc.) · National · $25,000
Optimizing hearing aids for speech intelligibility, sound quality and emotional speech
Mitacs cluster · National · $138,500 · Co-I; Frank Russo:PI
CARE-RATE - Online assistive technology rating and recommending system for caregivers
AGE-WELL · National · $281,005 · Co-PI; Jan Polgar:Co-PI
Developing a wearable device to record physiological signals during sleep
OCE VIP I (with iDAPT Somno Inc.) · Provincial · $20,000
Cognitive assessment through speech
AGE-WELL Strategic Investment Program · National · $24,675
Automatic assessment of dementia from speech
Banting & Best Centre for Innovation & Entrepreneurship Collaboration Fellowship (with WinterLight) · Institutional · $10,000
Remote Monitoring of Neurodegeneration through Speech
Johns Hopkins Jelinek Summer Workshop · International · TBD
Digging into Data Challenge
NSERC Discovery Frontiers · National · $100,000
Automatic remote monitoring of cognition through speech
Ontario Centres of Excellence Health Technologies Fund (with WinterLight and Revera) · Provincial · $94,836
SmartStart Seed (with Winterlight Labs)
Ontario Centres of Excellence · Provincial · $37,416
Exploiting natural neural control to minimize speech errors among language learners
NSERC Engage (with Syngli Incorporated) · National · $25,000
Natural Language Computing
Google Cloud Platform Education grant · International · $5000 USD
Assessing cognitive ability using automated assessment of speech
AGE-WELL Catalyst · National · $43,765
System for recording and analyzing telephone conversations between humans and artificial intelligence
NSERC Research Tools & Instruments · National · $16,107
Automatic remote screening of speech features associated with Alzheimer's disease
Canadian Institutes of Health Research (CIHR) and the Natural Sciences and Engineering Research Council of Canada (NSERC) Collaborative Health Research Projects (CHRP) · National · $648,664
Explainable AI
Electronics and Telecommunications Research Institute, Korea · International · $196,000
Comprehensive Ontario Microbiology laBoratory Administrative daTa for AntiMicrobial Resistance (COMBAT-AMR)
CIHR Project grant · National · $608,176 · Co-applicant; Kevin Brown:PI
Assistive robots for people with dementia
JP Bickell Foundation Research grant · National · $46,640
Computer Science Fellowship
Michael J Fox & Weston Foundation · International · $150,000 USD
Mapping the Equity Dimensions of AI in Public Health
CIHR Planning grant · National · $39,568 · Co-applicant; Maxwell Smith:PI
Natural language processing in healthcare data
NSERC Discovery · National · $27,600
Identification of patients admitted with COPD exacerbations and stratification of those at high risk of readmission using natural language processing and machine learning
CIHR/CLA Boehringer Ingelheim Canada COPD Catalyst Grant · National · $30,000 · Co-PI; Robert Wu:PI
A Unified Framework for the Safety, Interpretability, and Ethical Deployment of LLMs
NSERC Discovery · National · $345,000
Machine learning in surgical safety
NSERC Discovery · National · $120,000
iSSD@OISE: A Tool for Strengthening the Global Competencies of the OISE International and Domestic Graduate Student Community
International Student Experience Fund, University of Toronto · Institutional · $299,750 · Co-applicant; Eunice Jang:PI
Machine learning in the operating room: focus, performance, and the medical record
Mitacs · National · $90,000
The benefits of pneumococcal immunization programs for ...
CIRN · National · $304,682 · Co-investigator; PIs: Natasha Crowcroft and Fawziah Lalji
Machine Learning Methods in Health
Research program, Unity Health Toronto · Institutional · $50,000
Evaluating the impact of COVID-19 pandemic on primary care using real world data: focus mental health
CIHR Operating Grant · National · $200,000 · Co-I; Karen Tu:PI
Machine learning in surgical safety
Sponsored research (Electronics and Telecommunications Research Institute, Korea) · International · $115,000
Values Ecosystems in the Design of Artificial Intelligence for Health Care: An Exploratory Focused Ethnography
SSHRC Insights · National · $61,000 · Co-I; James Shaw:PI
CovidFree@Home: Development and validation of a multivariable prediction model of deterioration in patients diagnosed with COVID-19 who are managing at home
CIHR COVID-19 Rapid Research · National · $620,133 · Co-I; Andrea S Gershon:PI
Teaching
Teaching
Spring 2026
CSCI 1109 Practical Data Science
Spring 2026
CSCI 3151 Foundations of Machine Learning
Fall 2025
DGIN 5401 Operationalized Machine Learning in Healthcare
Summer 2025
Microcredential Responsible AI for Business Leaders
Spring 2025
CSCI 4144/6405 Data Mining and Warehousing
Fall 2024
CSCI 4157/6518 Deep Speech Technologies
Fall 2024
DGIN 5401 Operationalized Machine Learning in Healthcare
Spring 2024
CSCI 4144/6405 Data Mining and Warehousing
Fall 2023
CSCI 4157/6518 Deep Speech Technologies
Fall 2023
DGIN 5401 Operationalized Machine Learning in Healthcare
online 2023
ACS AI and ML: Transforming Surgical Practice and Education
Spring 2023
CSCI 4144/6405 Data Mining and Warehousing
Spring 2022
CSC 401/2511 Natural Language Computing
Spring 2021
CSC 401/2511 Natural Language Computing
Spring 2020
CSC 401/2511 Natural Language Computing
Spring 2019
CSC 401/2511 Natural Language Computing
Spring 2018
CSC 401/2511 Natural Language Computing
Fall 2017
C4M, Computing for Medicine Natural language processing in clinical medicine
Spring 2017
CSC 401/2511 Natural Language Computing
Fall 2016
C4M, Computing for Medicine Natural language processing in clinical medicine
Fall 2016
CSC 490/2600 Artificial intelligence in clinical medicine
Spring 2016
CSC 401/2511 Natural Language Computing
Fall 2015
CSC 485/2501 Computational Linguistics
Spring 2015
CSC 401/2511 Natural Language Computing
Fall 2014
CSC 2518 Spoken Languge Processing
Spring 2014
CSC 401/2511 Natural Language Computing
Spring 2013
CSC 401/2511 Natural Language Computing
Spring 2012
CSC 401/2511 Natural Language Computing
Spring 2011
CSC 401/2511 Natural Language Computing
Summer 2010
CSC 108 Introduction to Computer Programming
Spring 2010
CSC 401 Natural Language Computing
Spring 2009
CSC 401/2511 Natural Language Computing
Fall 2008
CSC 108 Introduction to Computer Programming
Winter 2007
CSC 190 Computer Algorithms, Data Structures and Languages
Winter 2006
ECSE 526 Artificial Intelligence
Winter 2006
ECSE 424 Human Computer Interaction
Winter 2003
COMP 472 Artificial Intelligence
Fall 2002
COMP 472 Artificial Intelligence
Summer 2002
COMP 472 Artificial Intelligence
Winter 2002
COMP 472 Artificial Intelligence
Service
Selected service and reviewing
Show service records (176)
Nazarbayev University CRP
Reviewer (grant)
CIHR Social Dimensions of Aging
Reviewer (grant)
CIFAR AI Insights for Policymakers Program (AIPP)
Core Expert
Atlantic AI Summit
Co-organizer
NLP Breakout, Vector Remarkable
Moderator
Dalhousie AI Symposium
Co-organizer
WACV
Program committee / reviewer (conference)
International Workshop on Smart Education in the Age of Generative AI (SEGA)
Program committee / reviewer (conference)
AISTATS
Program committee / reviewer (conference)
COLM
Program committee / reviewer (conference)
COLING
Program committee / reviewer (conference)
Vector NLP Workshop
Co-organizer
Canada Research Chairs
Reviewer (chair)
Royal College, AI in Healthcare
Reviewer (course)
Scientific and Community Advisory Board, Simons Foundation
Member
AI4PH, Dalla Lana School of Public Health, University of Toronto
Mentor
External Reference Group, Health Canada
Member
Scientific Advisory Committee on Digital Health Technologies, Health Canada
Ad hoc member
External Advisory Committee on AI in Health, Health Canada
Ad hoc member
32nd Canadian Conference on Artificial Intelligence (CanAI)
Co-chair
Toronto Machine Learning Summit
Chair
Task Force on AI & Emerging Digital Technologies, Royal College of Physicians and Surgeons of Canada
Expert member
CIHR College of Reviewers
Member
SCC mirror committee MC/ISO/IEC JTC 1/SC 42, Artificial Intelligence
Inaugural Chair
SCC mirror committee MC/ISO/IEC JTC 1/SC 42, Artificial Intelligence
Vice chair
IEEE Wellbeing Metrics Standard for Ethical Artificial Intelligence and Autonomous Systems P7010
Participant member
ICTC Healthtech Advisory Committee
Participant member
Joint Special Interest Group of the Association for Computational Linguistics (ACL) and the International Speech Communication Association (ISCA) on Speech and Language Processing for Assistive Technologies
President
Computational Intelligence
Editorial board
Transactions of the ACL
Editorial board
Computer Speech & Language
Editorial board
JMIR Rehabilitation and Assistive Technologies
Editorial board
PLoS ONE
Editorial board
Mayo Clinic Proceedings: Digital Health
Reviewer (journal)
The Lancet
Reviewer (journal)
Nature Scientific Data
Reviewer (journal)
PLoS ONE, Digital Health
Reviewer (journal)
PLoS ONE, Digital Health
Editorial board
Journal of Alzheimer's Disease
Associate editor
PLoS ONE Science of Stories
Guest editor
Special Issue of Computer Speech and Language
Guest editor
Special Issue of ACM Transactions on Accessible Computing (TACCESS)
Guest editor
TECHNA 2018 Symposium, Enabling AI in Healthcare
Co-organizer
Workshop on Designing Speech, Acoustic and Multimodal Interactions at CHI 2017
Co-organizer
Workshop on Designing Speech and Multimodal Interactions for Mobile, Wearable, and Pervasive Applications at CHI 2016
Co-organizer
ACL/ISCA Workshop on Speech and Language Processing for Assistive Technologies
Co-organizer
Special session on Speech Technologies for Ambient Assisted Living at Interspeech
Co-organizer
Joint Special Interest Group of the Association for Computational Linguistics (ACL) and the International Speech Communication Association (ISCA) on Speech and Language Processing for Assistive Technologies
Secretary-Treasurer
MITACS Associate Research Review Committee
Editor
Department of Computer Science mentorship program
Mentor
Data Science program committee, Department of Computer Science, University of Toronto
Member
Applied Masters (MScAC) program committee, Department of Computer Science, University of Toronto
Member
ACL
Senior Area Chair
EMNLP
Senior Area Chair
Speech Production Measurements and Analyses, Interspeech
Chair
Speech and Hearing Disorders & Perception, Interspeech
Chair
Machine Learning II, Canadian Conference on Artificial Intelligence
Chair
Student Research Workshop, NAACL-HLT
Co-chair
Alzheimer's Society of Canada
Review committee (award)
AGE-WELL Trainee Awards
Review committee (award)
Bloorview Research Institute Post-Doctoral Fellowship
Review committee (award)
Canadian AI Best Paper Award
Review committee (award)
Mark Rochon Leadership Award
Review committee (award)
UofT Data Sciences Institute Doctoral Student Fellowship
Review committee (award)
Rosetrees Trust (UK)
Reviewer (grant)
CFI JELF
Reviewer (grant)
Stichting Hanarth Fonds (Netherlands)
Reviewer (grant)
AGE-WELL/CFN Catalyst grant for Healthy Aging
Reviewer (grant)
Alzheimer's Association
Reviewer (grant)
Alzheimer's Society of Canada
Reviewer (grant)
Alzheimer's Society of Canada Training Award
Reviewer (grant)
Canadian Institutes of Health Research (CIHR) Collaborative Health Research Projects - NSERC Partnered (CHRP)
Reviewer (grant)
CIFAR International Expert Review Panel
Reviewer (grant)
UofT Data Sciences Institute Catalyst Grant
Reviewer (grant)
McGill Healthy Brains for Healthy Lives
Reviewer (grant)
Mitacs Accelerate
Reviewer (grant)
NRC-CIHR Aging in Place
Reviewer (grant)
NSERC Discovery
Reviewer (grant)
NSERC Alliance
Reviewer (grant)
NSERC Industrial Research Chair
Reviewer (grant)
Ontario Research Fund -- Advanced Health Technologies
Reviewer (grant)
Oregon Alzheimer's Disease Center
Reviewer (grant)
Rosetrees Trust Interdisciplinary Prize
Reviewer (grant)
Simons Foundation
Reviewer (grant)
Swiss National Science Foundation
Reviewer (grant)
Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM) Innovation Grants
Reviewer (grant)
Temerty Clinical AI Integration Grants
Reviewer (grant)
UK Research & Innovation Medical Research Council
Reviewer (grant)
Nature Translational Psychiatry
Reviewer (journal)
ACM HEALTH
Reviewer (journal)
Annals of Translational Medicine
Reviewer (journal)
Aphasiology
Reviewer (journal)
Artificial Intelligence in Medicine
Reviewer (journal)
Assistive Technology
Reviewer (journal)
Biomedical Signal Processing and Control
Reviewer (journal)
BMJ Open
Reviewer (journal)
Computer Methods and Programs in Biomedicine
Reviewer (journal)
Computer Speech and Language
Reviewer (journal)
IBM Journal of Research and Development
Reviewer (journal)
IEEE Journal of Biomedical and Health Informatics (JBHI)
Reviewer (journal)
IEEE Journal of Selected Topics in Signal Processing
Reviewer (journal)
IEEE Transactions on Emerging Topics in Computational Intelligence
Reviewer (journal)
IEEE Open Journal of Engineering in Medicine and Biology
Reviewer (journal)
Information Retrieval
Reviewer (journal)
International Journal of Computer Assisted Radiology and Surgery
Reviewer (journal)
JAMIA
Reviewer (journal)
JAMA Network Open
Reviewer (journal)
Journal of the Acoustical Society of America
Reviewer (journal)
Journal of Alzheimer's Disease
Reviewer (journal)
Journal of the American Medical Informatics Association (JAMIA)
Reviewer (journal)
Journal of Geriatric Psychiatry and Neurology
Reviewer (journal)
Journal of Current Alzheimer Research
Reviewer (journal)
Journal of Neuroscience Methods
Reviewer (journal)
JMIR
Reviewer (journal)
JMIR Artificial Intelligence
Reviewer (journal)
JMIR Medical Education
Reviewer (journal)
JMIR Medical Informatics
Reviewer (journal)
Nature
Reviewer (journal)
Nature Communications Medicine
Reviewer (journal)
Neural Systems & Rehabilitation Engineering
Reviewer (journal)
PLOS Computational Biology
Reviewer (journal)
PLOS ONE
Reviewer (journal)
Sensors
Reviewer (journal)
Speech Communication
Reviewer (journal)
University of Toronto Medical Journal (UTMJ)
Reviewer (journal)
IEEE Transactions on Audio, Speech, and Language Processing
Reviewer (journal)
IEEE Transactions on Biomedical Engineering
Reviewer (journal)
IEEE Transactions on Neural Networks
Reviewer (journal)
Transactions of the ACL (TACL)
Reviewer (journal)
Transactions on Neural Systems & Rehabilitation Engineering
Reviewer (journal)
EMNLP Demo track
Program committee / reviewer (conference)
AAAI Artificial Intelligence for Social Impact (AISI)
Program committee / reviewer (conference)
AAAI
Senior program committee
AAAI
Program committee / reviewer (conference)
AAAI - Workshop on Human-Centric Self-Supervised Learning
Program committee / reviewer (conference)
Annual meeting of the Association for Computational Linguistics (ACL)
Program committee / reviewer (conference)
ACL Rolling Review
Program committee / reviewer (conference)
ACL Rolling Review
Senior Area Chair
ACL-IJCNLP
Program committee / reviewer (conference)
AACL-IJCNLP
Program committee / reviewer (conference)
ACM Conference on Health, Inference, and Learning (CHIL)
Program committee / reviewer (conference)
ACM CHI
Program committee / reviewer (conference)
ACM SIG-ACCESS Conference on Computers and Accessibility (ASSETS)
Program committee / reviewer (conference)
Canadian Conference on Artificial Intelligence (CanAI)
Program committee / reviewer (conference)
ClinicalNLP Workshop
Program committee / reviewer (conference)
NLP+CSS Workshop
Program committee / reviewer (conference)
EACL
Program committee / reviewer (conference)
EMNLP
Program committee / reviewer (conference)
European Signal Processing Conference (EUSIPCO)
Program committee / reviewer (conference)
ICASSP
Program committee / reviewer (conference)
ICLR
Program committee / reviewer (conference)
ICML
Program committee / reviewer (conference)
International Conference on Pervasive Computing Technologies for Healthcare
Program committee / reviewer (conference)
International Joint Conference on Artificial Intelligence (IJCAI)
Program committee / reviewer (conference)
Interspeech
Program committee / reviewer (conference)
Workshop on Machine Learning for Health (ML4H) at NeurIPS
Program committee / reviewer (conference)
Machine Learning for Healthcare (MLHC)
Program committee / reviewer (conference)
NAACL-HLT
Program committee / reviewer (conference)
NeurIPS
Program committee / reviewer (conference)
NeurIPS
Area Chair
RaPID
Program committee / reviewer (conference)
Symposium on Machine Learning in Speech and Language Processing
Program committee / reviewer (conference)
WiNLP
Program committee / reviewer (conference)
ACM Workshop on Multimodal Deception (WMDD 2015)
Program committee / reviewer (conference)
Workshop on Computational Linguistics and Clinical Psychology (CLPsych)
Program committee / reviewer (conference)
Workshop on Ethics in Natural Language Processing
Program committee / reviewer (conference)
Workshop on Language Technology for Equality, Diversity, and Inclusion (LT-EDI)
Program committee / reviewer (conference)
Workshop on Representation Learning for NLP (RepL4NLP)
Program committee / reviewer (conference)
Workshop on Speech and Language Processing for Assistive Technologies
Program committee / reviewer (conference)
Workshop on Speech Production in Automatic Speech Recognition
Program committee / reviewer (conference)
Toronto Rehab Research Day
Judge
Rehabilitation Sciences Sector Research Showcase
Judge
Collaborative Program in Neuroscience Research Day
Judge
University of Toronto 2021 ProjectX
Judge
Toronto Rehabilitation Institute Research Advisory Committee
Student representative
Computer Science faculty, Concordia University
Student representative