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Denoiser_Matlab_NMF_Based
  • Classification:Numerical Algorithm-Artificial Intelligence - matlab
  • Development Tool:matlab
  • Sise:1.66 MB
  • Upload time:2014/6/28 15:15:05
  • Uploader:ahmedhosnycs
  • Download Statistics:
Description
Denoising matlab toolbox based on NMF. This code helps beginners for denoising.




File list:
test
...\noise_44khz.wav
...\noise_8khz.wav
...\speech+noise_44khz.pk
...\speech+noise_44khz.wav
...\speech+noise_44khz_DENOISED.pk
...\speech+noise_44khz_DENOISED.wav
...\speech+noise_8khz.wav
...\speech_8khz.wav
...\tmp_output.pk
...\tmp_output.wav
beta_divergence.m
DEMO.m
DEMO_eval_sparsity.m
DEMO_SNR.m
energyVAD.m
getSNR.m
harmonic_atoms.m
linearDenseNMF.m
linearNMF.m
m_InverseSTFT.m
m_STFT.m
NMFdenoiser.m
noise_atoms_from_dict.m
noise_reduction_NMF.m
noise_reduction_NMF_linear.m
README.md
simplestNMF.m
Related source code
[sound-denoising-using-wavelet] - this code is developed in matlab for different sound using wavelets
[DENOISINGGGG] - to fine image denoising using adaptive wavelet packet thresholding algorithm in matlab
[SplitBregmanTVdenoising] - Split Bregman TV denoising using compression and decompresion technique
[MMSE_speechAbsenceDenoise] - speech enhancement method based on minimum mean square error. This method is very typical in noise reduction. Many algorithms are derived from this method. You may take it as a learning example.
[wavelet_mrf_denoising] - wavelet and mrf mixture algorithm for denoising
[SplitBregmanTVdenoising] - denoising algorithm used in both wavelet and sparse
[HyperSpectralDenoising] - MATlab code for hyper spectral denoising
[DENOISE] - hand image pre-processing first stage denoise -hand image pre-processing first stage denoise
[Denoising-DCT] - DCT Based Image Denoising Approach with matlab
[Denoising-image-DWT] - Bit-plane Based Edge Preserving Denoising Algorithm from book "Denoising and Inpainting of Images: A Transform Domain Based Approach "
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