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The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • AdaptiveSound: An Interactive Feedback-Loop System to Improve Sound Recognition for Deaf and Hard of Hearing Users

    Hang Do, Quan Dang, Jeremy Zhengqi Huang, Dhruv Jain · 2023 · ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper introduces AdaptiveSound, the first feedback-loop sound recognition system designed for deaf and hard of hearing (DHH) users. Sound recognition tools help DHH people become aware of environmental sounds ranging from safety-critical alerts like fire alarms and sirens…

    deaf and hard of hearing · sound recognition · human-in-the-loop · machine learning · incremental learning

  • "Not There Yet": Feasibility and Challenges of Mobile Sound Recognition to Support Deaf and Hard-of-Hearing People

    Jeremy Zhengqi Huang, Hriday Chhabria, Dhruv Jain · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS)

    This paper presents the first longitudinal field study of a mobile sound recognition system used by Deaf and hard of hearing (DHH) people in their daily lives. The researchers deployed SoundWatch, a smartwatch-based app that uses a deep learning model (Google YAMNet…

    deaf and hard of hearing · sound recognition · wearable technology · smartwatch · assistive technology

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