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Adversarial Signal Denoising with Encoder-Decoder Networks

Adversarial Signal Denoising with Encoder-Decoder Networks

The presence of noise is common in signal processing regardless the signal type. Deep neural networks have shown good performance in noise removal, especially on the image domain. In this work, we consider deep neural networks as a denoising tool where our focus is on one dimensional signals. We introduce …