diff Source/mfcc.m @ 0:25bf17994ef1

First commit. VS2013, Codeblocks and Mac OSX configuration

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/Source/mfcc.m	Thu Jul 09 01:12:16 2015 +0100
@@ -0,0 +1,73 @@
+function [ceps] = mfcc(audioFile, FFTsize, hop, mfccFilterWeights, mfccDCTMatrix)
+
+%Beat synched data
+cepstralCoefficients = 13;
+%BeatLength = 60/BPM*Fs;
+%FrameSize = round(BeatLength*NoteDiv);
+hop  = hop;
+%Nfft = 2^nextpow2(FrameSize);
+Nfft = FFTsize;
+FrameSize = FFTsize;
+%number_of_frame = length([1:FrameSize:length(audioFile)])-1;
+
+seg_start = [1:FrameSize:length(audioFile)]';   
+seg_stop  = min(seg_start+FrameSize,length(audioFile));
+
+if(seg_stop(end)-seg_start(end)~=FrameSize)
+    seg_stop(end) =[]; 
+    seg_start(end)=[];
+end
+
+number_of_frame = length(seg_start);
+
+hamWindow = 0.54 - 0.46*cos(2*pi*(0:FrameSize-1)/FrameSize);
+
+% Filter the input with the preemphasis filter
+preEmphasized = audioFile; %filter([1 -.97], 1, audioFile);
+
+% Allocate all the space we need for the output arrays.
+ceps = zeros(cepstralCoefficients, number_of_frame);
+
+%Tuning related variables :
+averagedPowerSpectrogram = zeros(Nfft/2,1);
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%%             Mel - Frequencies Cepstrum Coefficients 
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+h=waitbar(0,'MFCC Calculus - Please wait..');
+for start=1:number_of_frame
+
+    %Frame position
+    waitbar(start/number_of_frame);
+      
+    first = seg_start(start);
+    last  = seg_stop(start);           
+    
+
+    %Hanning window mult
+    fftData = zeros(1,Nfft);
+    preEmphasizedSlice = preEmphasized(first:last-1);
+    fftData(1:FrameSize) = preEmphasizedSlice.*hamWindow';
+
+    %magnitude of the fft
+    fftMag = abs(fft(fftData));
+    fftMag = fftMag(1:Nfft/2);
+
+    %Sum the spectrogram magnitude 
+    averagedPowerSpectrogram = averagedPowerSpectrogram + fftMag'.^2;
+
+    %fft data into filter bank outputs + Log Compression
+    FilteredFFT = mfccFilterWeights * fftMag';
+    
+    factorLogCompr  = 10;
+    addTermLogCompr = 1;    
+    earMag =  log10(addTermLogCompr+FilteredFFT*factorLogCompr);
+
+    %Cosine transform to reduce dimensionality
+    ceps(:,start) = mfccDCTMatrix * earMag;                                    
+
+end %Loop on frames
+
+close(h);
+
+end