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1 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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2 % Name: test_convert_pitch_to_chroma.m
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3 % Date of Revision: 2011-03
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4 % Programmer: Meinard Mueller, Sebastian Ewert
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5 %
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6 % Description:
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7 % * Computes chroma features (f_chroma) from pitch features (f_pitch)
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8 %
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9 % Reference:
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10 % Details on the feature computation can be found in the following book:
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11 %
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12 % Meinard Mueller: Information Retrieval for Music and Motion,
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13 % Springer 2007
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14 %
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15 % License:
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16 % This file is part of 'Chroma Toolbox'.
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17 %
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18 % 'Chroma Toolbox' is free software: you can redistribute it and/or modify
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19 % it under the terms of the GNU General Public License as published by
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20 % the Free Software Foundation, either version 2 of the License, or
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21 % (at your option) any later version.
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22 %
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23 % 'Chroma Toolbox' is distributed in the hope that it will be useful,
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24 % but WITHOUT ANY WARRANTY; without even the implied warranty of
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25 % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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26 % GNU General Public License for more details.
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27 %
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28 % You should have received a copy of the GNU General Public License
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29 % along with 'Chroma Toolbox'. If not, see <http://www.gnu.org/licenses/>.
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30 %
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31 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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32
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33 clear;
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34 close all hidden;
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35
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36 directory = 'data_feature/';
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37
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38
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39 %filename = 'Bach_BWV988-Aria-Measures1-4_Meinard_fast.wav';
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40 %filename = 'Burgmueller_Op100-02-FirstPart_Meinard_SE.wav';
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41 %filename = 'Systematic_Cadence-C-Major_Meinard_portato.wav';
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42 %filename = 'Systematic_Cadence-C-Major_Meinard_staccato.wav';
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43 %filename = 'Systematic_Scale-C-Major_Meinard_fast.wav';
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44 %filename = 'Systematic_Scale-C-Major_Meinard_middle.wav';
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45 filename = 'Systematic_Chord-C-Major_Eight-Instruments.wav';
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46
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47 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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48 % Loads pitch features (f_pitch) and computes chroma features (f_chroma)
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49 %
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50 % Note: feature filename is specified by WAV filename
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51 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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52
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53 win_len = 4410;
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54 filename_pitch = strcat(filename(1:end-4),'_pitch_',num2str(win_len));
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55 load(strcat(directory,filename_pitch)); % load f_pitch and sideinfo;
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56
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57 parameter.vis = 0;
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58 %parameter.save = 1;
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59 %parameter.save_dir = 'data_feature/';
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60 %parameter.save_filename = strcat(sideinfo.wav.filename(1:length(sideinfo.wav.filename)-4));
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61 [f_chroma_norm,sideinfo] = pitch_to_chroma(f_pitch,parameter,sideinfo);
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62
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63 parameter.applyLogCompr = 1;
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64 parameter.factorLogCompr = 100;
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65 f_logchroma_norm = pitch_to_chroma(f_pitch,parameter,sideinfo);
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66
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67 parameter.winLenSmooth = 21;
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68 parameter.downsampSmooth = 5;
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69 f_logchroma_normSmoothed = pitch_to_chroma(f_pitch,parameter,sideinfo);
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70
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71 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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72 % Visualization of chromagrams (f_chroma_norm,f_chroma)
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73 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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74
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75 parameter.featureRate = sideinfo.pitch.featureRate;
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76 parameter.xlabel = 'Time [Seconds]';
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77 parameter.title = 'Normalized chromagram';
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78 visualizeChroma(f_chroma_norm,parameter);
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79
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80 parameter.title = 'Normalized log-compressed chromagram';
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81 visualizeChroma(f_logchroma_norm,parameter);
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82
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83 parameter.title = 'Normalized log-compressed smoothed chromagram';
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84 visualizeChroma(f_logchroma_normSmoothed,parameter);
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85
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