How can i use 2 numpy arrays as dataset for denoising autoencoder, and further split them into train and test sets

Question

I have 2 numpy arrays, one with clean data [4000 x [1000][25]] (4000 1000x25 arrays) and one with noisy data (same size as clean) to be used for a de-noising auto-encoder pr