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waveform-analysis

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A deep learning framework for estimating battery State of Charge (SoC) using ultrasonic waveforms and waveform images. This repository includes spectrogram/image generation, multimodal neural network models, and evaluation tools developed at WMG in collaboration with Imperial College London.

  • Updated Dec 4, 2025
  • Python

The open-source toolkit for reverse engineering ANY system from captured waveforms—analog or digital. Audio, power, RF, sensors, IoT protocols, state machines. IEEE-compliant (181/1241/1459/2414)

  • Updated Jan 14, 2026
  • Python

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