In this notebook, we are going to test RNN and LSTM networks for testing different noisy signals such as :
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1D signals (Sinusoidal, Triangular, and Sawtooth) with stationary and non-stationary Gaussian noise and uniform noise
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2D curves (Circular, Epitrochoid, and Nephroid) with stationary and non-stationary Gaussian noise and uniform noise
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Noisy music
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Noisy grayscale image
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Noisy 3 channel image