Futurewave Systems Inc.
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Our Projects

Explore our groundbreaking projects that are pushing the boundaries of what's possible

AI & Machine Learning for Underwater Acoustics

OceanAI Icon

OceanAI Call Identifier

The OceanAI Call Identifier is an advanced AI-driven annotation tool developed for CSI Inc. to assist marine biologists in identifying, classifying, and cataloging whale calls and other underwater sounds.

Key Features:

  • Manual & AI-Assisted Annotation – Biologists can label whale calls and create subclassifications
  • Machine Learning-Powered Recommendations – Offers real-time AI suggestions for future detections
  • Multi-Purpose Sound Analysis – Works with any underwater audio by extracting spectral features
  • Advanced DSP & Noise Reduction – Improves detection accuracy in noisy environments
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AquaGuard Detection System

AquaGuard is an in-situ AI-powered marine acoustic detection system developed specifically for hydrophone manufacturers to enable real-time classification of marine mammal calls directly at the source.

Key Features:

  • Real-Time Embedded Processing – Runs AI models directly at the hydrophone
  • Optimized for Embedded Systems – Deployed on Raspberry Pi for compact, low-power operation
  • Windows-Based GUI Application – Visualize detections and analyze real-time data
  • Autonomous Operation & Data Logging – Continuous recording and classification
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AquaSense Icon

AquaSense Detection System

AquaSense is an advanced AI-driven underwater acoustic detection and classification system developed for Ocean Networks Canada and presented to Transport Canada.

Key Features:

  • AI-Powered Marine Mammal Detection – Automatically identifies and classifies whale calls
  • DSP-Based Real-Time Processing – Instantaneous detection prevents marine mammal strikes
  • Adaptive Environmental Monitoring – Reliability across varying ocean conditions
  • Marine Traffic Integration – Incorporates AIS data with real-time DSP algorithms
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AquaVerify Icon

AquaVerify Validation Tool

AquaVerify is an advanced quality assurance and validation tool developed for CSI Inc. to refine and verify underwater sound annotations for machine learning applications.

Key Features:

  • Annotation Review & Refinement – Interactive spectrogram and audio playback for timestamp refinement
  • AI-Ready Data Selection – Ensures only clean, high-confidence data is used for AI model training
  • Improved Acoustic Classifier Performance – Enhances accuracy by eliminating mislabeled data
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Telecommunications & Advanced Wireless Systems

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TeleLink-OFDM Modem

TeleLink-OFDM is an advanced OFDM-based telemetry modem developed for Kongsberg, leveraging the Xilinx Zynq Ultrascale+ platform with PetaLinux.

Key Features:

  • OFDM-Based Telemetry – Robust, high-data-rate communication over challenging wireless channels
  • Adaptive Modulation & Fast Channel Recognition – Dynamically adjusts modulation scheme
  • High-Performance Implementation – Runs on Zynq Ultrascale+ with PetaLinux
  • Optimized for Harsh Environments – Resilient telemetry for mission-critical applications
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