Hitting a brick wall in a Kaggle Competition

Example of one sample signal, raw in blue and with different frequency filters applied.
Signal separated into low and high frequency components
y axis=amplitude, x axis = distance to low frequency maximum; 0 = HF spike >4V located on maximum of LF signal
1D single phase example converted to a spectrogram, Colour being amplitude of the signal.

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