Literature Reviews
Reviewed research papers, articles, and publications relevant to digital accessibility.
4 results found tagged transfer learning.
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CLARIS: Clear and Intelligible Speech from Whispered and Dysarthric Voices
This CHI 2026 paper introduces CLARIS (Clear and Accessible Restoration of Impaired Speech), a compact end-to-end neural speech-to-speech restoration system designed to convert whispered speech and dysarthric speech into clear, natural, intelligible …
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ReCog: Supporting Blind People in Recognizing Personal Objects
ReCog is a smartphone application designed to help blind users recognize their own personal objects — items like specific clothing, handmade goods, medicines, or family photos that cannot be identified by general-purpose recognizers such as Seeing AI…
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People with Visual Impairment Training Personal Object Recognizers: Feasibility and Challenges
This paper explores whether people with visual impairments can train their own personalized object recognition systems using a smartphone camera and a small number of example photos. The authors address a fundamental limitation of existing object rec…
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WebUI: A Dataset for Enhancing Visual UI Understanding with Web Semantics
This paper introduces WebUI, a large-scale dataset of approximately 400,000 web pages automatically crawled and paired with visual, semantic, and stylistic metadata extracted from the browser engine. The dataset addresses a critical bottleneck in UI …