Mercurial > hg > nimfks
diff src/matlab/fft2chromamx.m @ 0:c52bc3e8d3ad tip
user: boblsturm
branch 'default'
added README.md
added assets/.DS_Store
added assets/playButton.jpg
added assets/stopButton.png
added assets/swapButton.jpg
added data/.DS_Store
added data/fiveoctaves.mp3
added data/glock2.wav
added data/sinScale.mp3
added data/speech_female.mp3
added data/sweep.wav
added nimfks.m.lnk
added src/.DS_Store
added src/matlab/.DS_Store
added src/matlab/AnalysisCache.m
added src/matlab/CSS.m
added src/matlab/DataHash.m
added src/matlab/ExistsInCache.m
added src/matlab/KLDivCost.m
added src/matlab/LoadFromCache.m
added src/matlab/SA_B_NMF.m
added src/matlab/SaveInCache.m
added src/matlab/Sound.m
added src/matlab/SynthesisCache.m
added src/matlab/chromagram_E.m
added src/matlab/chromagram_IF.m
added src/matlab/chromagram_P.m
added src/matlab/chromsynth.m
added src/matlab/computeSTFTFeat.m
added src/matlab/controller.m
added src/matlab/decibelSliderReleaseCallback.m
added src/matlab/drawClickCallBack.m
added src/matlab/fft2chromamx.m
added src/matlab/hz2octs.m
added src/matlab/ifgram.m
added src/matlab/ifptrack.m
added src/matlab/istft.m
added src/matlab/nimfks.fig
added src/matlab/nimfks.m
added src/matlab/nmfFn.m
added src/matlab/nmf_beta.m
added src/matlab/nmf_divergence.m
added src/matlab/nmf_euclidean.m
added src/matlab/prune_corpus.m
added src/matlab/rot_kernel.m
added src/matlab/templateAdditionResynth.m
added src/matlab/templateDelCb.m
added src/matlab/templateScrollCb.m
author | boblsturm |
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date | Sun, 18 Jun 2017 06:26:13 -0400 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/src/matlab/fft2chromamx.m Sun Jun 18 06:26:13 2017 -0400 @@ -0,0 +1,64 @@ +function wts = fft2chromamx(nfft,nbins,sr,A440,ctroct,octwidth) +% wts = fft2chromamx(nfft,nbins,sr,A440,ctroct,octwidth) +% Create a wts matrix to convert FFT to Chroma +% A440 is optional ref frq for A +% ctroct, octwidth specify a dominance window - Gaussian +% weighting centered on ctroct (in octs, re A0 = 27.5Hz) and +% with a gaussian half-width of octwidth. Defaults to +% halfwidth = inf i.e. flat. +% 2006-06-29 dpwe@ee.columbia.edu + +if nargin < 2; nbins = 12; end +if nargin < 3; sr = 22050; end +if nargin < 4; A440 = 440; end +if nargin < 5; ctroct = 5; end +if nargin < 6; octwidth = 0; end + +wts = zeros(nbins, nfft); + +fftfrqbins = nbins*hz2octs([1:(nfft-1)]/nfft*sr,A440); + +% make up a value for the 0 Hz bin = 1.5 octaves below bin 1 +% (so chroma is 50% rotated from bin 1, and bin width is broad) +fftfrqbins = [fftfrqbins(1)-1.5*nbins,fftfrqbins]; + +binwidthbins = [max(1, fftfrqbins(2:nfft) - fftfrqbins(1:(nfft-1))), 1]; + +D = repmat(fftfrqbins,nbins,1) - repmat([0:(nbins-1)]',1,nfft); + +nbins2 = round(nbins/2); + +% Project into range -nbins/2 .. nbins/2 +% add on fixed offset of 10*nbins to ensure all values passed to rem are +ve +D = rem(D + nbins2 + 10*nbins, nbins) - nbins2; + +% Gaussian bumps - 2*D to make them narrower +wts = exp(-0.5*(2*D./repmat(binwidthbins,nbins,1)).^2); + +% normalize each column +wts = wts./repmat(sqrt(sum(wts.^2)),nbins,1); + +% remove aliasing columns +wts(:,[(nfft/2+2):nfft]) = 0; + +% Maybe apply scaling for fft bins +if octwidth > 0 + wts = wts.*repmat(exp(-0.5*(((fftfrqbins/nbins - ctroct)/octwidth).^2)), nbins, 1); +end + +%wts = binwidthbins; +%wts = fftfrqbins; + +function octs = hz2octs(freq, A440) +% octs = hz2octs(freq, A440) +% Convert a frequency in Hz into a real number counting +% the octaves above A0. So hz2octs(440) = 4.0 +% Optional A440 specifies the Hz to be treated as middle A (default 440). +% 2006-06-29 dpwe@ee.columbia.edu for fft2chromamx + +%if nargin < 2; A440 = 440; end + +% A4 = A440 = 440 Hz, so A0 = 440/16 Hz +octs = log(freq./(A440/16))./log(2); + +