how to classify vibration signals using Convolutional Neural Network.

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I have a data set of five gear defect. i.e one defect condition is captured for 10 seconds and 100 sample were collected in this manner for each defect.
I am looking for convolutional neural network which take in the signal data and classify the defects.
Any leads would be helpful.

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