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Flow diagram of the proposed cough detection quadratic layer: MFCCs are fed as the input to the first layer of this kind. The approximate separate kernels are applied to the input, and the resulting feature maps are concatenated. Afterwards, linear and quadratic convolutions are summed together. Max pooling is used before and activation function to further reduce computations.
