Mercurial > hg > mauch-mirex-2010
annotate _misc/featureextraction/.svn/text-base/myframefft.m~.svn-base @ 9:4ea6619cb3f5 tip
removed log files
author | matthiasm |
---|---|
date | Fri, 11 Apr 2014 15:55:11 +0100 |
parents | b5b38998ef3b |
children |
rev | line source |
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matthiasm@8 | 1 |
matthiasm@8 | 2 % segment audio data into overlapping frames and take fft of each frame |
matthiasm@8 | 3 |
matthiasm@8 | 4 function fftframes = myframefft(audiodata, winlength, overlap, windowkind, varargin) |
matthiasm@8 | 5 |
matthiasm@8 | 6 if nargin > 4 |
matthiasm@8 | 7 nPad = varargin{1}; |
matthiasm@8 | 8 zeropadding = true; |
matthiasm@8 | 9 end |
matthiasm@8 | 10 |
matthiasm@8 | 11 fprintf(1,''); |
matthiasm@8 | 12 |
matthiasm@8 | 13 win = winlength; |
matthiasm@8 | 14 |
matthiasm@8 | 15 % Pad audio with zeros so that first analysis frame corresponds with first |
matthiasm@8 | 16 % audio sample |
matthiasm@8 | 17 |
matthiasm@8 | 18 pad = zeros((win/2),1); |
matthiasm@8 | 19 |
matthiasm@8 | 20 %audiodata = [pad; audiodata; pad]; |
matthiasm@8 | 21 |
matthiasm@8 | 22 % find size of input |
matthiasm@8 | 23 ilength = length(audiodata); |
matthiasm@8 | 24 |
matthiasm@8 | 25 |
matthiasm@8 | 26 %pad audio data |
matthiasm@8 | 27 audiodata = [pad; audiodata; pad]; |
matthiasm@8 | 28 |
matthiasm@8 | 29 % set hop size |
matthiasm@8 | 30 hop = fix(win.*overlap); |
matthiasm@8 | 31 |
matthiasm@8 | 32 % set number of windows |
matthiasm@8 | 33 num_win = ceil((ilength+1)/win/overlap); |
matthiasm@8 | 34 |
matthiasm@8 | 35 start=1; |
matthiasm@8 | 36 |
matthiasm@8 | 37 fftframes = zeros(win,num_win); |
matthiasm@8 | 38 |
matthiasm@8 | 39 check = ceil(num_win/10); |
matthiasm@8 | 40 |
matthiasm@8 | 41 if windowkind == 'hamming' |
matthiasm@8 | 42 window = hamming(win); |
matthiasm@8 | 43 else |
matthiasm@8 | 44 window = rectwin(win); |
matthiasm@8 | 45 end |
matthiasm@8 | 46 |
matthiasm@8 | 47 |
matthiasm@8 | 48 % do fft analysis for each window: |
matthiasm@8 | 49 for i = 1 : num_win; |
matthiasm@8 | 50 start = floor(win * overlap * (i-1) + 1); |
matthiasm@8 | 51 if ~zeropadding |
matthiasm@8 | 52 segment = window .* audiodata(start:(start + win - 1)); |
matthiasm@8 | 53 fftframes(:,i) = fft(segment, win)'; |
matthiasm@8 | 54 else |
matthiasm@8 | 55 segment = [window .* audiodata(start:(start + win - 1)) zeros(nPad*win)]; |
matthiasm@8 | 56 fftframes(:,i) = fft(segment, win)'; |
matthiasm@8 | 57 end |
matthiasm@8 | 58 |
matthiasm@8 | 59 % start = start + hop |
matthiasm@8 | 60 |
matthiasm@8 | 61 if mod(i,check) == 0 |
matthiasm@8 | 62 fprintf(1,'.'); |
matthiasm@8 | 63 end |
matthiasm@8 | 64 |
matthiasm@8 | 65 end; |
matthiasm@8 | 66 fprintf(1,'\n'); |
matthiasm@8 | 67 |
matthiasm@8 | 68 |