Resonant Labs ships RoomScore and publishes Kiln as current research into direct-stream audio production transfer.
RoomScore is the shipped system for measured acoustic trust. Kiln is research work exploring whether direct-stream models can learn the production gap between repeatable live captures and polished release audio.
Workplace acoustics and AV readiness. RoomScore converts physical measurements into score-backed guidance for facilities and IT teams managing meeting room portfolios.
Visit RoomScoreResearch project investigating direct sample-stream audio production transfer, using church livestreams as a stable proving ground for a broader live-audio opportunity.
View Kiln Research| Method Layer | RoomScore | Kiln |
|---|---|---|
| Signal captured | RT60, room noise, geometry, and spatial coverage signals. | Repeatable stereo livestream recordings, curated production references, and lyric or harmonic alignment structure. |
| Baseline and comparison | Benchmarks against room classes and portfolio distributions. | Experimental evaluation of production transfer against preservation, realism, and artifact criteria. |
| Intervention cadence | Assessment cycles tied to room change events and operating checks. | Research iterations built from synthetic curriculum learning and recurring real-world captures. |
| Outcome metric | Improved meeting intelligibility and room performance consistency. | Evidence about whether direct-stream production transfer is perceptually meaningful and deployable. |
Reach the studio at hello@resonantlabs.tech for RoomScore, Kiln, or GPU-backed audio ML collaboration. For formal privacy and legal requests, use privacy@resonantlabs.tech and legal@resonantlabs.tech.