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CPS: Small: Real-time spatial audio on the Internet of Things

CPS: Small: Real-time spatial audio on the Internet of Things
CPS:小型:物联网上的实时空间音频
批准号:
1932377
负责人:
Robert LiKamWa
金额:
$49.99万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-10-01 至 2023-09-30

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中文摘要
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英文摘要
As the Internet of Things proliferates, many networked devices fill the home, the office, and public spaces, often with speakers for auditory response. This project strives to use such speakers to perceptually place auditory sounds in arbitrary virtual spaces. Towards this goal, the project studies networked software systems for auditory crosstalk cancellation. The research project investigates practical foundational issues regarding: (i) the design of a visual tracking-driven feedback system for calibration and utilization of sound propagation models, (ii) the design of sounds that optimally spatialize on the spatial audio system, and (iii) the design of a networked system infrastructure to generate spatialized sounds from a computationally heterogeneous variety of Internet of Things devices. To approach such issues, the project designs and characterizes a family of system methods that invoke human-in-the-loop calibration of acoustical models through augmented reality technologies and interfaces, as well as leveraging cloud-based virtual audio propagation simulations for real-time decision-making. The project evaluates designs and methods through user studies on a prototype testbed that includes simulation frameworks, prototyped wireless audio systems and integration with existing Internet of Things devices and environments.The research offers transformative capabilities to the Internet of Things by enabling audio-based spatial guidance systems and spatial personal assistance. Such systems would be beneficial in assistive technologies for visually impaired and memory impaired individuals. The spatial guidance could also assist first responders in navigating emergency personnel towards spatially tracked individuals in foreign environments. Finally, spatial audio systems could greatly enhance commercial Internet of Things capabilities, offering the ability to place responsive sounds to allow users to e.g., locate misplaced objects, respond to spatially positioned virtual assistants, and provide auditory feedback from speaker-less devices, e.g., books, electrical outlets, exercise equipment, etc. To promote broader utility, the project integrates findings in custom open source software frameworks. Towards broadening access to computing, the project exercises outreach activities, including integrating the research into a high school summer camp, university curricula, and web-based and/or augmented reality demonstrations of audio propagation models.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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会议论文
DOI: 10.1145/3576914.3589563
发表时间: 2023-05
期刊: Proceedings of Cyber-Physical Systems and Internet of Things Week 2023
影响因子: --
作者: [F. Liu;Anish Narsipur;Andrew Kemeklis;Lucy Song;R. Likamwa]
通讯作者: F. Liu;Anish Narsipur;Andrew Kemeklis;Lucy Song;R. Likamwa
Multi-modal Learning for Enhanced Engagement and Presence
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    2202630
  • 项目类别:
    Standard Grant
  • 资助金额:
    $85.0万
  • 财政年份:
    2022
  • 负责人:
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  • 项目类别:
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  • 资助金额:
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