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Non-verbal Sound Detection for Disordered Speech
content type paper research area Accessibility, research area Speech and Natural Language Processingconference ICASSPPublished year 2022
AuthorsColin Lea, Zifang Huang, Dhruv Jain, Lauren Tooley, Zeinab Liaghat, Shrinath Thelapurath, Leah Findlater, Jeffrey P. Bigham
Interdependent Variables: Remotely Designing Tactile Graphics for an Accessible Workflow
content type paper research area Accessibility, research area Human-Computer Interactionconference ASSETSPublished year 2021
AuthorsLilian de Greef, Dominik Moritz, Cynthia Bennett
Screen Parsing: Towards Reverse Engineering of UI Models from Screenshots
content type paper research area Accessibility, research area Human-Computer Interactionconference UISTPublished year 2021
AuthorsJason Wu, Xiaoyi Zhang, Jeff Nichols, Jeffrey P. Bigham
Making Mobile Applications Accessible with Machine Learning
content type highlight research area Accessibility, research area Human-Computer InteractionPublished year 2021
When Can Accessibility Help? An Exploration of Accessibility Feature Recommendation on Mobile Devices
content type paper research area Accessibility, research area Human-Computer Interactionconference W4APublished year 2021
AuthorsJason Wu, Gabriel Reyes, Sam C. White, Xiaoyi Zhang, Jeffrey P. Bigham
Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels
content type paper research area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2021
AuthorsXiaoyi Zhang, Lilian de Greef, Amanda Swearngin, Samuel White, Kyle Murray, Lisa Yu, Qi Shan, Jeffrey Nichols, Jason Wu, Chris Fleizach, Aaron Everitt, Jeffrey P. Bigham
Sep-28k: A Dataset for Stuttering Event Detection from Podcasts with People Who Stutter
content type paper research area Accessibility, research area Speech and Natural Language Processingconference ICASSPPublished year 2021
AuthorsColin Lea, Vikramjit Mitra, Aparna Joshi, Sachin Kajarekar, Jeffrey Bigham
Making Smartphone Augmented Reality Apps Accessible
content type paper research area Accessibility, research area Human-Computer Interactionconference ASSETSPublished year 2020
AuthorsJaylin Herskovitz, Jason Wu, Sam White, Amy Pavel, Anhong Guo, Gabriel Reyes, Jeffrey Bigham
Rescribe: Authoring and Automatically Editing Audio Descriptions
content type paper research area Accessibility, research area Human-Computer Interactionconference UISTPublished year 2020
AuthorsAmy Pavel, Gabriel Reyes, Jeffrey Bigham
Automatic Class Discovery and One-Shot Interactions for Acoustic Activity Recognition
content type paper research area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2020
In collaboration with Carnegie Mellon University
AuthorsJason Wu, Chris Harrison, Jeffrey P. Bigham, Gierad Laput

Compact Neural TTS Voices for Accessibility
content type paper research area Accessibility, research area Speech and Natural Language Processingconference ICASSPPublished year 2025
AuthorsKunal Jain, Eoin Murphy, Deepanshu Gupta, Jonathan Dyke, Saumya Shah, Vasilieios Tsiaras, Petko Petkov, Alistair Conkie
Automated Code Fix Suggestions for Accessibility Issues in Mobile Apps
content type paper research area Accessibility, research area Human-Computer InteractionPublished year 2024
AuthorsForough Mehralian, Titus Barik, Jeff Nichols, Amanda Swearngin
Towards Automated Accessibility Report Generation for Mobile Apps
content type paper research area Accessibility, research area Human-Computer Interactionconference ACM Transactions on Computer-Human InteractionPublished year 2024
AuthorsAmanda Swearngin, Jason Wu, Xiaoyi Zhang, Esteban Gomez, Jen Coughenour, Rachel Stukenborg, Bhavya Garg, Greg Hughes, Adriana Hilliard, Jeffrey P. Bigham, Jeffrey Nichols
Hypernetworks for Personalizing ASR to Atypical Speech
content type paper research area Accessibility, research area Speech and Natural Language Processingconference Transactions of the Association for Computational LinguisticsPublished year 2024
AuthorsMax Müller-Eberstein*, Dianna Yee*, Karren Yang, Gautam Varma Mantena, Colin Lea
AXNav: Replaying Accessibility Tests from Natural Language
content type paper research area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2024
AuthorsMaryam Taeb, Amanda Swearngin, Eldon Schoop, Regina Cheng, Yue Jiang, Jeff Nichols
Latent Phrase Matching for Dysarthric Speech
content type paper research area Accessibility, research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsColin Lea*, Dianna Yee*, Jaya Narain, Zifang Huang, Lauren Tooley, Jeffrey P. Bigham, Leah Findlater
Improved Speech Recognition for People Who Stutter
content type highlight research area Accessibility, research area Speech and Natural Language ProcessingPublished year 2023
From User Perceptions to Technical Improvement: Enabling People Who Stutter to Better Use Speech Recognition
content type paper research area Accessibility, research area Speech and Natural Language Processingconference CHIPublished year 2023
AuthorsColin Lea, Zifang Huang, Jaya Narain, Lauren Tooley, Dianna Yee, Tien Dung Tran, Panayiotis Georgiou, Jeffrey Bigham, Leah Findlater
Toward Supporting Quality Alt Text in Computing Publications
content type paper research area Accessibility, research area Human-Computer Interactionconference W4APublished year 2022
AuthorsCandace Williams, Lilian de Greef, Ed Harris, Leah Findlater, Amy Pavel, Cynthia Bennett
Towards Complete Icon Labeling in Mobile Applications
content type paper research area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2022
AuthorsJieshan Chen, Amanda Swearngin, Jason Wu, Titus Barik, Jeffrey Nichols and Xiaoyi Zhang
Non-verbal Sound Detection for Disordered Speech
content type paper research area Accessibility, research area Speech and Natural Language Processingconference ICASSPPublished year 2022
AuthorsColin Lea, Zifang Huang, Dhruv Jain, Lauren Tooley, Zeinab Liaghat, Shrinath Thelapurath, Leah Findlater, Jeffrey P. Bigham
Interdependent Variables: Remotely Designing Tactile Graphics for an Accessible Workflow
content type paper research area Accessibility, research area Human-Computer Interactionconference ASSETSPublished year 2021
AuthorsLilian de Greef, Dominik Moritz, Cynthia Bennett
Screen Parsing: Towards Reverse Engineering of UI Models from Screenshots
content type paper research area Accessibility, research area Human-Computer Interactionconference UISTPublished year 2021
AuthorsJason Wu, Xiaoyi Zhang, Jeff Nichols, Jeffrey P. Bigham
Making Mobile Applications Accessible with Machine Learning
content type highlight research area Accessibility, research area Human-Computer InteractionPublished year 2021
When Can Accessibility Help? An Exploration of Accessibility Feature Recommendation on Mobile Devices
content type paper research area Accessibility, research area Human-Computer Interactionconference W4APublished year 2021
AuthorsJason Wu, Gabriel Reyes, Sam C. White, Xiaoyi Zhang, Jeffrey P. Bigham
Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels
content type paper research area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2021
AuthorsXiaoyi Zhang, Lilian de Greef, Amanda Swearngin, Samuel White, Kyle Murray, Lisa Yu, Qi Shan, Jeffrey Nichols, Jason Wu, Chris Fleizach, Aaron Everitt, Jeffrey P. Bigham
Sep-28k: A Dataset for Stuttering Event Detection from Podcasts with People Who Stutter
content type paper research area Accessibility, research area Speech and Natural Language Processingconference ICASSPPublished year 2021
AuthorsColin Lea, Vikramjit Mitra, Aparna Joshi, Sachin Kajarekar, Jeffrey Bigham
Making Smartphone Augmented Reality Apps Accessible
content type paper research area Accessibility, research area Human-Computer Interactionconference ASSETSPublished year 2020
AuthorsJaylin Herskovitz, Jason Wu, Sam White, Amy Pavel, Anhong Guo, Gabriel Reyes, Jeffrey Bigham
Rescribe: Authoring and Automatically Editing Audio Descriptions
content type paper research area Accessibility, research area Human-Computer Interactionconference UISTPublished year 2020
AuthorsAmy Pavel, Gabriel Reyes, Jeffrey Bigham
Automatic Class Discovery and One-Shot Interactions for Acoustic Activity Recognition
content type paper research area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2020
In collaboration with Carnegie Mellon University
AuthorsJason Wu, Chris Harrison, Jeffrey P. Bigham, Gierad Laput
App Usage Predicts Cognitive Ability in Older Adults
content type paper research area Accessibility, research area Healthconference CHIPublished year 2019
In collaboration with Stanford University
AuthorsMitchell L. Gordon, Leon Gatys, Carlos Guestrin, Jeffrey P. Bigham, Andrew Trister, Kayur Patel

Research - Apple Machine Learning Research