Comparative Analysis of Audio Processing Techniques on Doppler Radar Signature of Human Walking Motion Using CNN Models.

However, for the 2D CNN model trained on the mel-spectrogram feature, the confusion rate between the two classes of walking objects with and without arm movement was quite significant.

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