NSF award 2534211 · University of Massachusetts Amherst

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

Final report due

28 November 2029

in 1,136 days · The award ends on 31 July 2029.

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award ending 2029-07-31 · Research.gov
PAPPG 24-1: “at least ten calendar days prior to the end date”
Final report due28 Nov 2029in 1136 days
award ending 2029-07-31 · Research.gov
PAPPG 24-1: “no later than 120-days following the end date of the award”
Project outcomes report due28 Nov 2029in 1136 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 1136 days
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PAPPG 24-1: “financially closed out 120 days after their expiration date”

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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: 2534211
Period of support: 15 Aug 2026 – 31 Jul 2029
Amount: $250,000
Awardee: University of Massachusetts Amherst, Amherst, MA
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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