/** show some statistics at the end of the collector process */
public void showStatistics() {
// TODO nur fuer mich die folgenden stats...haben in eval
// erstmal! nix verloren
String stat = "";
if (!model.isEvaluating()) {
stat += "\n****************************** START STATS ******************************\n";
stat += "!ALL! DETECTED NOTES AND THEIR LENGTHS IN ms: (just for stats)\n";
stat += midiKeySammlerInsgesamt.toString() + "\n\n";
stat += "AbcNotes-Backup: \n" + notesAsString + "\n";
stat += "YIN/MPM - STATS:\n";
float sum = yin_cnt + mpm_cnt;
stat += "YIN: " + yin_cnt / sum * 100 + "% - MPM: " + mpm_cnt / sum * 100 + "%\n";
stat += "****************************** END STATS ******************************\n\n";
jAM.log(stat, false);
} else evaluator.evaluateCurrentTranscription(evaluationSammler, PITCHDETECTOR, notesAsString);
}
private void end(boolean initAfter) {
COLLECTING = false;
if (model.plottingSelected()) {
plotterYIN.stop();
plotterYIN.setVisible(false);
plotterMPM.stop();
plotterMPM.setVisible(false);
plotterBUFFER.stop();
plotterBUFFER.setVisible(false);
}
showStatistics();
model.firePropertyChange(ControllerEngine.START_STOP_PROCESSING_BUTTON_PROPERTY, "stop", "rec");
model.firePropertyChange(ControllerEngine.INPUTLEVEL_PROPERTY, -1, 0);
reset();
if (initAfter && !model.isEvaluating()) model.initProcessing(null);
}
private void detectRest(float duration) {
float noteDur = midiKeysRests.size() * duration;
// NE PAUSE MUSS MIND NE 16tel lang sein, sonst wird einfach ignoriert!
int min =
timeFor16thNote
- MINIMUM_DURATION; // MINIMUM_DURATION; //timeFor16thNote - MINIMUM_DURATION; //
// -MINIMUM_DURATION;
if (noteDur < min) {
if (!model.isEvaluating() && jAM.SYSOUT)
System.out.println(
"NoteCollectorWorker: ########## IGNORED: "
+ noteDur
+ "ms OF RESTS! - min: "
+ min
+ " midiKeysRests: "
+ midiKeysRests);
midiKeysRests.clear();
return;
}
addNoteOrRest(0, noteDur);
}
private Vector<Double> getMostDetectedNoteInSequence(
Vector<Float[]> midiKeysAndLevels, float durationOfOneNote) {
int midiKey = 0;
int cnt = 0;
Vector<Double> ret = new Vector<Double>();
float[] midiKeys = new float[midiKeysAndLevels.size()];
double[] levels = new double[midiKeysAndLevels.size()];
// 1. erst zŠhlen:
int[] modeArray = new int[128]; // 128 midiKeys !
// copy from Vector<Float[]> to float[]
for (int i = 0; i < midiKeys.length; i++) {
midiKeys[i] = midiKeysAndLevels.get(i)[0];
levels[i] = Math.abs(midiKeysAndLevels.get(i)[1]); // betrag, dann nach maxima suchen
}
for (int i = 0; i < midiKeys.length; i++) {
modeArray[(int) midiKeys[i]] += 1; // count
}
// 2. dann den Haeufigsten suchen
for (int i = 0; i < modeArray.length; i++) {
if (modeArray[i] > cnt) {
cnt = modeArray[i];
midiKey = i;
}
}
// System.out.println(midiKey + " occures " + cnt + " times");
// return midiKey;
// first add taken MidiKey
ret.add((double) midiKey);
/**
* minima/maxima: idea: if there are local minima in the levelVector of this notesequence then
* we can assume that the SAME note was played more than one time!
*/
// find extrema in RMS Levels
boolean minima = false;
Vector<double[]> extremwerte = jAMUtils.detectExtremum(levels, delta, minima);
// sysout
if (!model.isEvaluating() && extremwerte.size() > 0) {
System.out.print("EXTREMWERTE " + (minima ? " MINIMA " : " MAXIMA ") + " ===> [");
for (int i = 0; i < extremwerte.size(); i++) {
System.out.print("(" + extremwerte.get(i)[0] + "," + extremwerte.get(i)[1] + "), ");
}
System.out.println("] durationOfOneNote: " + durationOfOneNote);
}
// midiKey, notevalue1, notevalue2 usw...
// return i.e. [60, 512, 511..]
// then add possible durations
if (extremwerte.size() > 0) {
double startX = 0;
double endX = 0;
for (int i = 0; i < extremwerte.size(); i++) {
endX = extremwerte.get(i)[0]; // nich beim Tiefpunkt sondern ungefaehr beim Naechsten ONSET!
// ret.add( durationOfOneNote * (endX-startX) );
// //ignoriere extremwerte am Ende, denn dies kommt sehr oft vor! also nur die ersten X%
float X = (levels.length * 75.0f / 100);
if (endX < X) {
ret.add(durationOfOneNote * (endX - startX));
}
startX = endX; // -2;
}
// nur wenn mind. eine duration geaddet wurde noch zum Ende:
if (ret.size() > 1) {
endX = levels.length;
ret.add(durationOfOneNote * (endX - startX));
}
}
return ret;
}
private void addNoteOrRest(int midiKey, float noteDur) {
// int noteLength = mapNoteDurationToBPM_8tel(noteDur);
int noteLength = mapNoteDurationToBPM_16tel(noteDur);
// ggf 2 Noten malen (mit bogen!) bei: 5 7 9 10 11 13 14 15 (bei 8tel:
// 10 und 14)
switch (noteLength) {
case 5:
convertToABC(midiKey, 4, midiKey == 0 ? "" : "-");
convertToABC(midiKey, 1, "");
break;
case 7:
convertToABC(midiKey, 6, midiKey == 0 ? "" : "-");
convertToABC(midiKey, 1, "");
break;
case 9:
convertToABC(midiKey, 8, midiKey == 0 ? "" : "-");
convertToABC(midiKey, 1, "");
break;
case 10:
convertToABC(midiKey, 8, midiKey == 0 ? "" : "-");
convertToABC(midiKey, 2, "");
break;
case 11:
convertToABC(midiKey, 8, midiKey == 0 ? "" : "-");
convertToABC(midiKey, 3, "");
break;
case 13:
convertToABC(midiKey, 12, midiKey == 0 ? "" : "-");
convertToABC(midiKey, 1, "");
break;
case 14:
convertToABC(midiKey, 12, midiKey == 0 ? "" : "-");
convertToABC(midiKey, 2, "");
break;
case 15:
convertToABC(midiKey, 12, midiKey == 0 ? "" : "-");
convertToABC(midiKey, 3, "");
break;
default:
convertToABC(midiKey, noteLength, "");
break;
}
if (!model.isEvaluating()) model.updateScore(notesAsString);
if (midiKey == 0) {
if (!model.isEvaluating() && jAM.SYSOUT)
// jAM.log("NoteCollectorWorker: ==> ENTSCHEIDUNG REST: ("+noteLength+") noteDur:
// "+noteDur+" - based on: "
// + midiKeysRests, false);
System.err.println(
timestamp()
+ " ==> ENTSCHEIDUNG REST: ("
+ noteLength
+ ") noteDur: "
+ noteDur
+ " - based on 'RESTS':"
+ midiKeysRests);
} else {
if (!model.isEvaluating() && jAM.SYSOUT) {
// jAM.log("NoteCollectorWorker: ==> ENTSCHEIDUNG NOTE: "+midiKey+"("+noteLength+") noteDur:
// "+noteDur+" - based on: "
// + midiKeysNotes, false);
String s = "";
for (int i = 0; i < midiKeysAndLevels.size(); i++) {
s += (midiKeysAndLevels.get(i)[0] + ",");
}
s += "\n";
System.err.print(
timestamp()
+ " ==> ENTSCHEIDUNG NOTE: "
+ midiKey
+ "("
+ noteLength
+ ") noteDur: "
+ noteDur
+ " - based on: "
+ s);
}
}
// immer beide loeschen, sonst werden features gesammelt, welche schon vor langer zeit auftraten
midiKeysAndLevels.clear();
midiKeysRests.clear();
// wir brauchen midiKey und Notenwert(zwischen 1-16)
evaluationSammler.add(midiKey);
evaluationSammler.add(noteLength);
}
/**
* <b>This is the most important function of the collector pipeline</b> First we detect the pitch
* of the audioFloatBuffer using YIN or MPM.<br>
* Then the collector process starts, checking onsets and offsets based on midiKeys and dB,
* collects<br>
* and convert these pich vectors to abc-notes based on the bpm, samplerate buffersize and
* bufferoverlap.<br>
*/
private void detectPitchAndCollect(float[] audioFloatBuffer, double level) {
int midiKey;
String note;
// TODO
pitchInHertz = getBestPitch(audioFloatBuffer);
// ---------- ENTSCHEIDUNG ----------
// pitchInHertz=mpm_pitch;
pitch = Pitch.getInstance(PitchUnit.HERTZ, (double) pitchInHertz);
midiKey =
(int)
pitch.getPitch(
PitchUnit.MIDI_KEY); // PitchConverter.hertzToMidiKey((double)pitchInHertz);
if (model.plottingSelected()) {
plotterYIN.setData(yin.getCurrentBuffer());
plotterYIN.setInfoString("CURRENT PITCH: " + pitchInHertz + "Hz PROB: " + pitch_probability);
plotterMPM.setData(mpm.getCurrentBuffer());
plotterMPM.setInfoString("CURRENT PITCH: " + pitchInHertz + "Hz PROB: " + pitch_probability);
plotterBUFFER.setData(audioFloatBuffer);
plotterBUFFER.setInfoString("level: " + level);
}
// nach dem pitch erkannt wurde muss ggf. entsprechend dem Instrument
// transponiert werden
if (model.getTransposeRecIndex() == 1) {
// Bb Clarinet: 2 halftonesteps up
pitch.convertPitch(2);
pitchInHertz = (float) pitch.getPitch(PitchUnit.HERTZ);
midiKey = PitchConverter.hertzToMidiKey((double) pitchInHertz);
}
String[] arr = pitch.getBaseNote(pitchInHertz).split(" ");
String note2 = arr[0];
int oktave = Integer.parseInt(arr[1]);
//
note = pitch.noteName();
String str = "";
// formatted Info output to GUI
str =
pitchInHertz == -1
? "NO PITCH DETECTED"
: note
+ " at "
+ String.format("%.5g%n", pitchInHertz)
+ "Hz - IDEAL: "
+ String.format("%.5g%n", pitch.getIdealFreq(note2, oktave))
+ "Hz - PROB: "
+ String.format("%.5g%n", pitch_probability)
+ "%";
model.firePropertyChange(ControllerEngine.INFO_LABEL_PROPERTY, "", str);
countMSprocessing += (audioFloatBuffer.length - overlap) / audioSampleRate * 1000.0f;
float duration = (bufferSize - overlap) / audioSampleRate * 1000.0f;
// finally:
// collect(audioFloatBuffer, midiKey, duration, level, note);
// ------------------------- begin collector process -------------------------
// ----- sammel ALLE erkannten Noten fuer statistiken -----
if (midiKeySammlerInsgesamt.get(midiKey) != null) {
midiKeySammlerInsgesamt.put(midiKey, midiKeySammlerInsgesamt.get(midiKey) + duration);
} else {
midiKeySammlerInsgesamt.put(midiKey, duration);
}
// TODO level neuer Ansatz ? zusaetzliche offset/Onset bedingung
// levels.add(level);
//
// boolean minima=true;
// Vector<double[]>extremwerte = jAMUtils.detectExtremum(levels, delta, minima);
//
// //sysout
// if(!model.isEvaluating() && extremwerte.size()==1) { //kann so immer nur 1 finden
//// jAMUtils.printArray(levels);
// String str="";
// for (int i = 0; i < extremwerte.size(); i++) {
// str+= "(" + extremwerte.get(i)[0] + ","+extremwerte.get(i)[1] + "),";
// }
// System.out.println("============> EXTREM!!!: " + str + " at levels: " + levels);
// System.out.println("midiKey: " + midiKey);
//
// levels.clear(); //wenn ein minima entdeckt: offset und dann leeren ?
// }
/**
* * wenn eine note zb 200ms lang, dann -> 16tel aber die 50 ms muessen beim NŠchsten Mal
* ignoriert werden wenn dies pausen entspricht !!! sonst kann sein dass zB z(3) gemalt wird
* obwohl z(2) !!!
*
* <p>if(msToIgnore>0 && !ONSET) { //MINIMUM_DURATION dur+=duration; if(dur<msToIgnore) return;
* else { System.out.println( "============================================>>>>>> IGNORED: " +
* dur + "ms OF DATA - msToIgnore: " + msToIgnore); dur=0; msToIgnore=0; } }
*/
boolean silence = jAMUtils.isSilence(audioFloatBuffer, MINIMUM_LEVEL);
// 1. OFFSET basierend auf neuer note!
if ((ONSET && midiKey > 0 && !silence /* level > MINIMUM_LEVEL*/)
&& (midiKey != lastTakenMidiKey)) { // es kommt ne andere /Note/
// System.out.println("POSSIBLE NEW NOTE: "+ midiKey);
if (newNoteCount == 0) // die erste "andere" Note
newNoteCount++;
else if (midiKey == lastDetectedMidiKey) newNoteCount++;
if (newNoteCount
> (int)
(MINIMUM_DURATION
/ duration)) { // 60/25.01 --> 2 also mind. 3 nehmen! wie sonst auch
ONSET =
false; // dann macht er jetzt unten ne Entscheidung und beim next Mal fŠngt er an die
// neue note zu collecten
NEW_NOTE_ONSET = true; // TODO sinn?
newNoteCount = 0;
// sysout
if (!model.isEvaluating() && jAM.SYSOUT)
System.out.println(
timestamp()
+ " ================================================== OFFSET NEWNOTE: "
+ midiKey
+ " could be possible new note");
}
// 2. ONSET
} else if (!ONSET && midiKey > 0 && !silence /*&& level > MINIMUM_LEVEL*/) {
newNoteCount = 0;
// gibts diese note schon? und kam sie beim letzten Mal?
if (midiKeySammler.get(midiKey) != null && midiKey == lastDetectedMidiKey) {
midiKeySammler.put(midiKey, midiKeySammler.get(midiKey) + duration);
if (midiKeySammler.get(midiKey) > MINIMUM_DURATION) {
//
// sysout
if (!model.isEvaluating() && jAM.SYSOUT)
System.out.println(
timestamp()
+ " ================================================== ONSET - Entscheidung basiert auf: "
+ midiKeySammler);
ONSET = true;
// wir kšnnen davon ausgehen dass "note" die lastTakenNote
// wird, da sie alle Bedingungen fuer ein note-OFFSET erfŸllt
// Problem: es kann sein dass zb 3 buffer A1 kommen, das is
// ne new note bedingung
// der naechst kommt dann hier rein und is aber diesmal A3
// also lastTakenNote="A3" anstatt A1 ???
lastTakenMidiKey = midiKey;
midiKeySammler.clear();
}
} else {
midiKeySammler.put(midiKey, duration);
}
// 3. OFFSET basierend auf Pause
} else if (silence
|| midiKey
== 0 /*|| level < MINIMUM_LEVEL*/) { // sonst ist alles ne Pause: kein pitch und auch
// level < MIN_LEVEL
/**
* gibts diese Pause schon? und kam sie beim letzten Mal? ob sie beim letzten Mal kam is
* unwichtig es mŸssen die Pausen gezŠhlt werden! BSP: 60,60,60,0,0,0,0,55,0,0,0, --> die 55
* MUSS mitgezaehlt werden ! ??? stimmt das?
*/
if (midiKeySammler.get(0) != null && lastDetectedMidiKey == 0) {
midiKeySammler.put(0, midiKeySammler.get(0) + duration);
if (midiKeySammler.get(0) > MINIMUM_DURATION) {
if (ONSET) {
if (!model.isEvaluating() && jAM.SYSOUT)
System.out.println(
timestamp()
+ " ================================================== OFFSET - Entscheidung basiert auf: "
+ midiKeySammler);
ONSET = false; // jetzt ist wieder vorbei
NEW_NOTE_ONSET = false;
}
midiKeySammler.clear();
}
} else {
midiKeySammler.put(0, duration);
}
}
// ----- wenn nun ONSET==true anfangen zu sammeln bis ONSET==false!
if (ONSET) {
if (midiKeysRests.size() > 0
&& !NEW_NOTE_ONSET) { // hier sind nun pausen in der off Phase gezaehlt worden
detectRest(duration);
} else { // sonst: sammle noten
// hier midiKey und level speichern:
midiKeysAndLevels.add(new Float[] {(float) midiKey, (float) level});
}
} else { // wenn ein OFFSET und noten sind vorhanden: entscheidung!
if (midiKeysAndLevels.size() > 0) {
detectNote(duration);
} else
// sonst sammple pausen
midiKeysRests.add(midiKey);
}
lastDetectedMidiKey = midiKey;
// TODO fft
// fft(audioFloatBuffer);
// TODO sysout
if (!model.isEvaluating() && jAM.SYSOUT) {
if (pitchInHertz == -1)
System.out.println(
timestamp()
+ "\t"
+ "--> Rest: "
+ note
+ (note.length() == 2 ? "\t" : "")
+ "\t\t midiKey: "
+ midiKey
+ "\t RMS: "
+ String.format("%.2f", level)
+ " Zustand: "
+ (ONSET ? "ONSET " : "OFFSET ")
+ (silence ? "SILENCE" : "NO SILENCE"));
else
System.out.println(
timestamp()
+ "\t"
+ "--> Note: "
+ note
+ (note.length() == 2 ? "\t" : "")
+ "\t midiKey: "
+ midiKey
+ "\t RMS: "
+ String.format("%.2f", level)
+ " Zustand: "
+ (ONSET ? "ONSET " : "OFFSET ")
+ (silence ? "SILENCE" : "NO SILENCE"));
}
}