matlab - neural networks - removing noise from .wav files -
is there way how remove noise audio files - neural networks? want remove noise speech, example in matlab. thank you.
this clean out noise (doesn't answer neural networks question).
"create , implement lms adaptive filter remove filtered noise desired signal"
sauce: http://www.mathworks.com/matlabcentral/answers/106510
mtlb_noisy = y; noise = n; % define adaptive filter parameters filterlength = 32; weights = zeros(1,filterlength); step_size = 0.004; % initialize filter's operational inputs output = zeros(1,length(mtlb_noisy)); err = zeros(1,length(mtlb_noisy)); input = zeros(1,filterlength); % loop run through data , filter out noise n = 1: length(mtlb_noisy), %get input vector filter k= 1:filterlength if ((n-k)>0) input(k) = noise(n-k+1); end end output(n) = weights * input'; %output of adaptive filter err(n) = mtlb_noisy(n) - output(n); %error computation weights = weights + step_size * err(n) * input; %weights updating end yclean = err;
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