Advanced Technology Stack

Cutting-edge AI and acoustic science powering urban noise intelligence

🎯 Deep Learning Models

State-of-the-art neural networks trained on millions of urban sound samples:

  • • Convolutional Neural Networks for acoustic pattern recognition
  • • Transformer architectures for temporal sound analysis
  • • Multi-modal fusion combining audio and sensor data
  • • Real-time inference with edge computing optimization

📡 Acoustic Sensor Network

Distributed hardware infrastructure for comprehensive coverage:

  • • IoT-enabled microphone arrays with beamforming
  • • Weather-resistant outdoor sensor nodes
  • • 5G/LTE connectivity for low-latency data transmission
  • • Self-calibrating sensors with automatic quality control

🗺️ Spatial Analytics

Advanced geospatial processing and visualization:

  • • Time-difference-of-arrival (TDOA) source localization
  • • 3D acoustic raytracing and propagation modeling
  • • GIS integration with city infrastructure data
  • • Interactive heat maps and real-time dashboards

⚡ Cloud Infrastructure

Scalable, secure platform architecture:

  • • Multi-region cloud deployment with 99.99% uptime
  • • Kubernetes-orchestrated microservices
  • • End-to-end data encryption and privacy protection
  • • RESTful and GraphQL APIs for integration

Technical Performance

99.2%
Model Accuracy
<100ms
Detection Latency
±3m
Location Error
1000+
Sensors/km²