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

**Budget Signal Score:** 40/100

| Field | Value |
|---|---|
| Institution | University of Massachusetts Amherst |
| Location | AMHERST, MA |
| Project | Collaborative Research: CPS: Medium: Designing a Closed-loop Unvoiced Interaction Paradigm |
| Award amount | $250,000 |
| Obligated so far | $250,000 |
| Awarded | 2026-08-07 |
| Period | 2026-08-15 to 2029-07-31 |
| Program | CPS-Cyber-Physical Systems |
| Directorate / division | CSE / CPIS |
| Award ID | 2534211 |

## Why this score
- Award of $250,000.
- Equipment- and compute-heavy field.

Source: U.S. National Science Foundation Awards API (https://www.nsf.gov/awardsearch/showAward?AWD_ID=2534211). Last refreshed: 2026-11-04T18:13:44.963Z.
Award data comes from the NSF Awards API and may be amended by NSF. Institution-level only; investigator contact details are not included. Informational only.