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• Toward Fairness in AI for People with Disabilities: A Research Roadmap

  Anhong Guo, Ece Kamar, Jennifer Wortman Vaughan, Hanna Wallach, Meredith Ringel Morris · 2020 · SIGACCESS Accessibility and Computing

  This position paper from Microsoft Research presents a systematic risk assessment of how major categories of AI systems may fail or discriminate against people with disabilities, proposing a four-point research roadmap for increasing AI fairness. The authors organize their…

  AI fairness · algorithmic bias · disability · computer vision · speech recognition

• Supporting Older Adults in Locating Mobile Interface Features with Voice Input

  Ja Eun Yu, Debaleena Chattopadhyay · 2020 · Proceedings of the 22nd International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2020)

  This demonstration paper presents a voice assistant system built on Android that helps older adults locate specific features on complex mobile interfaces by speaking natural language queries. The system addresses a well-documented challenge: older adults struggle to find…

  aging · mobile accessibility · voice interface · user interface design · assistive technology

• Reviewing Speech Input with Audio: Differences between Blind and Sighted Users

  Jonggi Hong, Christine Vaing, Hernisa Kacorri, Leah Findlater · 2020 · ACM Transactions on Accessible Computing

  This paper investigates how blind users identify automatic speech recognition (ASR) errors when reviewing dictated text through audio only—a critical yet understudied aspect of speech-based text entry. While speech input is a primary interaction method for blind mobile users…

  speech recognition · ASR errors · screen readers · text entry · blind users

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