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1 /* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */
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2
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3 /*
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4 Silvet
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5
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6 A Vamp plugin for note transcription.
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7 Centre for Digital Music, Queen Mary University of London.
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8
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9 This program is free software; you can redistribute it and/or
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10 modify it under the terms of the GNU General Public License as
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11 published by the Free Software Foundation; either version 2 of the
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12 License, or (at your option) any later version. See the file
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13 COPYING included with this distribution for more information.
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14 */
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15
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16 #ifndef SILVET_EM_H
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17 #define SILVET_EM_H
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18
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19 #include <vector>
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20
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21 class InstrumentPack;
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22
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23 class EM
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24 {
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25 public:
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26 EM(const InstrumentPack *pack, bool useShifts); // pack must outlive me
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27 ~EM();
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28
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29 int getBinCount() const { return m_binCount; }
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30 int getNoteCount() const { return m_noteCount; }
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31 int getSourceCount() const { return m_sourceCount; }
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32 int getShiftCount() const { return m_shiftCount; }
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33
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34 /**
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35 * Carry out one iteration using the given column as input. The
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36 * column must have getBinCount() values.
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37 */
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38 void iterate(const double *column);
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39
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40 /**
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41 * Return the estimated distribution after the current iteration.
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42 * Like the input, this will have getBinCount() values.
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43 */
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44 const float *getEstimate() const {
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45 return m_estimate;
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46 }
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47
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48 /**
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49 * Return the pitch distribution for the current estimate. The
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50 * returned array has getNoteCount() values.
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51 */
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52 const float *getPitchDistribution() const {
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53 return m_pitches;
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54 }
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55
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56 /**
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57 * Return the source distribution for the current estimate. The
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58 * returned pointer refers to getSourceCount() arrays of
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59 * getNoteCount() values.
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60 */
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61 const float *const *getSources() const {
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62 return m_sources;
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63 }
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64
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65 /**
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66 * Return the shift distribution for the current estimate. The
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67 * returned pointer refers to getShiftCount() arrays of
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68 * getNoteCount() values.
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69 */
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70 const float *const *getShifts() const {
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71 return m_shifts;
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72 }
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73
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74 private:
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75 const InstrumentPack *m_pack;
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76
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77 float *m_pitches;
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78 float **m_shifts;
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79 float **m_sources;
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80
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81 float *m_updatePitches;
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82 float **m_updateShifts;
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83 float **m_updateSources;
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84
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85 float *m_estimate;
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86 float *m_q;
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87
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88 const int m_noteCount;
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89 const int m_shiftCount; // 1 + 2 * max template shift
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90 const int m_binCount;
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91 const int m_sourceCount;
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92
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93 const float m_pitchSparsity;
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94 const float m_sourceSparsity;
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95
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96 const int m_lowestPitch;
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97 const int m_highestPitch;
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98
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99 void normaliseColumn(float *column, int size);
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100 void normaliseGrid(float **grid, int size1, int size2);
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101
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102 void expectation(const float *column); // size is m_binCount
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103 void maximisation(const float *column); // size is m_binCount
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104
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105 const float *templateFor(int instrument, int note, int shift);
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106 void rangeFor(int instrument, int &minPitch, int &maxPitch);
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107 bool inRange(int instrument, int pitch);
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108 };
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109
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110 #endif
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