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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

Comprehensive analysis and reverse engineering of ANY signal or data capture from ANY system. Analog (audio THD/SNR, power efficiency/ripple, RF spectral), digital (16+ protocols: UART/SPI/I2C/CAN/JTAG), protocol inference (state machines, CRC recovery), automotive (CAN bus, OBD-II, J1939, UDS), IEEE-compliant measurements (181/1241/1459/2414)

  • Updated Jan 18, 2026
  • Python

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