* Class to extract note events from posteriorgrams (outputs of basic pitch cnn). */
| 18 | * Class to extract note events from posteriorgrams (outputs of basic pitch cnn). |
| 19 | */ |
| 20 | class Notes |
| 21 | { |
| 22 | public: |
| 23 | typedef struct Event { |
| 24 | double startTime; |
| 25 | double endTime; |
| 26 | int startFrame; |
| 27 | int endFrame; |
| 28 | int pitch; // pitch is not in Hz, but in "MIDI note number" |
| 29 | double amplitude; |
| 30 | std::vector<int> bends; // One vale of pitch bend per frame. Units is 1/3 of semitones. |
| 31 | |
| 32 | bool operator==(const struct Event&) const; |
| 33 | } Event; |
| 34 | |
| 35 | typedef struct ConvertParams { |
| 36 | /* Note segmentation (0.05 - 0.95, Split-Merge Notes) */ |
| 37 | float onsetThreshold = 0.3; |
| 38 | /* Confidence threshold (0.05 to 0.95, More-Less notes) */ |
| 39 | float frameThreshold = 0.5; |
| 40 | /* Minimum note length in number of frames */ |
| 41 | int minNoteLengthFrames = 11; |
| 42 | bool inferOnsets = true; |
| 43 | float maxFrequency = -1; // in Hz, -1 means unset |
| 44 | float minFrequency = -1; // in Hz, -1 means unset |
| 45 | bool melodiaTrick = true; |
| 46 | PitchBendModes pitchBend = NoPitchBend; |
| 47 | int energyThreshold = 11; |
| 48 | } ConvertParams; |
| 49 | |
| 50 | /** |
| 51 | * Create note events based on postegriorgram inputs |
| 52 | * @param inNotesPG Note posteriorgrams |
| 53 | * @param inOnsetsPG Onset posteriorgrams |
| 54 | * @param inContoursPG Contour posteriorgrams |
| 55 | * @param inParams input parameters |
| 56 | * @param inNewAudio True: first time calling this function with this audio (these inNotesPG, inOnsetsPG, inContoursPG). |
| 57 | * False if same audio as last time with updated parameters. |
| 58 | * @return |
| 59 | */ |
| 60 | std::vector<Event> convert(const std::vector<std::vector<float>>& inNotesPG, |
| 61 | const std::vector<std::vector<float>>& inOnsetsPG, |
| 62 | const std::vector<std::vector<float>>& inContoursPG, |
| 63 | const ConvertParams& inParams, |
| 64 | bool inNewAudio); |
| 65 | |
| 66 | /** |
| 67 | * Release any memory allocated by the class. |
| 68 | */ |
| 69 | void clear(); |
| 70 | |
| 71 | /** |
| 72 | * Inplace sort of note events. |
| 73 | * @param inOutEvents |
| 74 | */ |
| 75 | static inline void sortEvents(std::vector<Notes::Event>& inOutEvents) |
| 76 | { |
| 77 | std::sort(inOutEvents.begin(), inOutEvents.end(), [](const Event& a, const Event& b) { |
nothing calls this directly
no outgoing calls
no test coverage detected