comparison toolboxes/AudioInpaintingToolbox/Utils/dictionaries/DCT_Dictionary.m @ 144:19e0af570914 release_1.5

Merge from branch "ivand_dev"

+function D = DCT_Dictionary(param)
+% Windowed DCT dictionary
+%
+% Usage:
+%   D = DCT_Dictionary(param)
+%
+%
+% Inputs [and default values]:
+%   - param.N: frame length [256]
+%   - param.redundancyFactor: redundancy factor to adjust the number of
+%   frequencies [1]. The number of atoms in the dictionary equals 
+%   param.N*param.redundancyFactor
+%   - param.wd: weigthing window function [@wSine]
+%
+% Output:
+%   - Dictionary: D
+%
+%
+% -------------------
+%
+% Audio Inpainting toolbox
+% Date: June 28, 2011
+% By Valentin Emiya, Amir Adler, Maria Jafari
+% This code is distributed under the terms of the GNU Public License version 3 (http://www.gnu.org/licenses/gpl.txt).
+% Windowed DCT dictionary
+%
+
+% Check and load default parameters
+defaultParam.N = 256;
+defaultParam.redundancyFactor = 1;
+defaultParam.wd = @wSine;
+
+if nargin<1
+    param = defaultParam;
+else
+    names = fieldnames(defaultParam);
+    for k=1:length(names)
+        if ~isfield(param,names{k}) || isempty(param.(names{k}))
+            param.(names{k}) = defaultParam.(names{k});
+        end
+    end
+end
+K = param.N*param.redundancyFactor; % number of atoms
+wd = param.wd(param.N); % weigthing window
+u = 0:(param.N-1); % time
+k=0:K-1; % frequency
+D = diag(wd)*cos(pi/K*(u.'+1/2)*(k+1/2));
+
+% normalisation
+D = D*diag(1./sqrt(diag(D'*D)));
+return