Focus
Topics include acoustic and vibration analysis, ultrasonic diagnostics, speaker verification, and operator software.
Insights
Technical notes, field insights, and project updates
We share implementation decisions, field lessons, and operating perspectives shaped by research and delivery.
Publishing
Articles are published as project learnings and technical notes are ready for release.
RESEARCH & PATENTS
Topics we write about
Signal-processing work that started in the lab now goes into industrial AI products built for deployment.
Acoustic and vibration anomaly detection
Algorithms for surfacing early anomaly signatures in high-frequency acoustic and vibration data from motors, cranes, and pipes.
Acoustic anomaly detectionVibration analysisEdge inference
Ultrasonic non-destructive diagnostics
Signal processing and interpretation for ultrasonic scanning of trees and structures, tracking internal change.
Ultrasonic NDTSignal propagationPhase analysis
Speaker verification and voice robustness
Speaker authentication and voice workflows designed to hold up in noisy industrial environments.
Speaker verificationNoise robustnessLiveness detection
Field-ready edge AI inference
Model compression and optimization so AI runs in real time on FPGAs, MCUs, and industrial gateways.
FPGA inferenceModel compressionReal-time systems