NSF award 2534210 · University of California - Merced

Collaborative Research: CPS: Medium: Designing a Closed-loop Unvoiced Interaction Paradigm

Final report due

28 November 2029

in 1,137 days · The award ends on 31 July 2029.

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Final report due28 Nov 2029in 1137 days
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PAPPG 24-1: “no later than 120-days following the end date of the award”
Project outcomes report due28 Nov 2029in 1137 days
award ending 2029-07-31 · Research.gov
PAPPG 24-1: “no later than 120 days following the end date”
Award is closed out28 Nov 2029in 1137 days
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NSF lists this award's end date as 31 July 2029.
NSF rules say the final report is due no later than 120 days after that.
So the final report is due by 28 November 2029.

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Award card

Award number: 2534210
Period of support: 15 Aug 2026 – 31 Jul 2029
Amount: $249,972
Awardee: University of California - Merced, Merced, CA
Program: CPS-Cyber-Physical Systems
Directorate: CSE

Abstract

Speech is the most natural way for people to communicate with technology. Voice-based interfaces allow users to interact with their phones and other devices without using their hands. However, speaking aloud is not always practical. Voice interfaces struggle to function in noisy environments, can compromise user privacy in public spaces, and may be impractical in quiet settings where it is desirable to avoid…

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