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Matlab adaptive noise cancelation using the Widrow-Hoff Learning Rule and ADALINE Neural Network

MATLAB 100.00%
adaline adaline-learning-algorithm adaline-model matlab neural-network noise-cancellation widrow-hoff

adalinenn's Introduction

ADALINE Neural Network Noise Cancelation

Adaptive noise cancelation by implementing a filter using the ADALINE NN and train it by using the Widrow-Hoff Learning Rule using the noise source x(n), that has corrupted the speech.

Overview

Ideally, the neural network is capable of estimating the noise so that e(n) is the reconstructed speech signal.

Classification Results after 4 iterations with learning rate of 0.01

Classification Results

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