changeset 3:a821f49c42f0

More pruning, etc

--- a/BeatRootProcessor.h	Fri Jun 17 18:17:16 2011 +0100
+++ b/BeatRootProcessor.h	Mon Jun 20 16:32:11 2011 +0100
@@ -1,22 +1,23 @@
 /* -*- c-basic-offset: 4 indent-tabs-mode: nil -*-  vi:set ts=8 sts=4 sw=4: */
 
 /*
-    Vamp feature extraction plugin for the BeatRoot beat tracker.
+  Vamp feature extraction plugin for the BeatRoot beat tracker.
 
-    Centre for Digital Music, Queen Mary, University of London.
-    This file copyright 2011 Simon Dixon, Chris Cannam and QMUL.
+  Centre for Digital Music, Queen Mary, University of London.
+  This file copyright 2011 Simon Dixon, Chris Cannam and QMUL.
     
-    This program is free software; you can redistribute it and/or
-    modify it under the terms of the GNU General Public License as
-    published by the Free Software Foundation; either version 2 of the
-    License, or (at your option) any later version.  See the file
-    COPYING included with this distribution for more information.
+  This program is free software; you can redistribute it and/or
+  modify it under the terms of the GNU General Public License as
+  published by the Free Software Foundation; either version 2 of the
+  License, or (at your option) any later version.  See the file
+  COPYING included with this distribution for more information.
 */
 
 #ifndef _BEATROOT_PROCESSOR_H_
 #define _BEATROOT_PROCESSOR_H_
 
 #include <vector>
+#include <cmath>
 
 using std::vector;
 
@@ -78,7 +79,7 @@
     vector<vector<double> > frames; //!!! do we need this? much cheaper to lose it if we don't
 	
     /** The RMS energy of all frames. */
-    vector<double> energy; //!!! unused in beat tracking?
+//    vector<double> energy; //!!! unused in beat tracking?
 	
     /** The estimated onset times from peak-picking the onset
      * detection function(s). */
@@ -118,14 +119,13 @@
 	
     /** Ratio between rate of sampling the signal energy (for the
      * amplitude envelope) and the hop size */
-    static int energyOversampleFactor; //!!! not used?
+//    static int energyOversampleFactor; //!!! not used?
 	
 public:
 
     /** Constructor: note that streams are not opened until the input
      *  file is set (see <code>setInputFile()</code>). */
     BeatRootProcessor() {
-        cbIndex = 0;
         frameRMS = 0;
         ltAverage = 0;
         frameCount = 0;
@@ -133,271 +133,133 @@
         fftSize = 0;
         hopTime = 0.010;	// DEFAULT, overridden with -h
         fftTime = 0.04644;	// DEFAULT, overridden with -f
+        totalFrames = -1; //!!! not needed?
     } // constructor
 
 protected:
-	/** Allocates memory for arrays, based on parameter settings */
-	void init() {
-		hopSize = (int) Math.round(sampleRate * hopTime);
-		fftSize = (int) Math.round(Math.pow(2,
-				Math.round( Math.log(fftTime * sampleRate) / Math.log(2))));
-		makeFreqMap(fftSize, sampleRate);
-		int buffSize = hopSize * channels * 2;
-		if ((inputBuffer == null) || (inputBuffer.length != buffSize))
-			inputBuffer = new byte[buffSize];
-		if ((circBuffer == null) || (circBuffer.length != fftSize)) {
-			circBuffer = new double[fftSize];
-			reBuffer = new double[fftSize];
-			imBuffer = new double[fftSize];
-			prevPhase = new double[fftSize];
-			prevPrevPhase = new double[fftSize];
-			prevFrame = new double[fftSize];
-			window = FFT.makeWindow(FFT.HAMMING, fftSize, fftSize);
-			for (int i=0; i < fftSize; i++)
-				window[i] *= Math.sqrt(fftSize);
-		}
-		if (pcmInputStream == rawInputStream)
-			totalFrames = (int)(pcmInputStream.getFrameLength() / hopSize);
-		else
-			totalFrames = (int) (MAX_LENGTH / hopTime);
-		if ((newFrame == null) || (newFrame.length != freqMapSize)) {
-			newFrame = new double[freqMapSize];
-			frames = new double[totalFrames][freqMapSize];
-		} else if (frames.length != totalFrames)
-			frames = new double[totalFrames][freqMapSize];
-		energy = new double[totalFrames*energyOversampleFactor];
-		phaseDeviation = new double[totalFrames];
-		spectralFlux = new double[totalFrames];
-		frameCount = 0;
-		cbIndex = 0;
-		frameRMS = 0;
-		ltAverage = 0;
-	} // init()
+    /** Allocates memory for arrays, based on parameter settings */
+    void init() {
+        hopSize = lrint(sampleRate * hopTime);
+        fftSize = lrint(pow(2, lrint( log(fftTime * sampleRate) / log(2))));
+        makeFreqMap(fftSize, sampleRate);
+        prevFrame.clear();
+        for (int i = 0; i < freqMapSize; i++) prevFrame.push_back(0);
+        frameCount = 0;
+        frameRMS = 0;
+        ltAverage = 0;
+        spectralFlux.clear();
+    } // init()
 
-	/** Closes the input stream(s) associated with this object. */
-	void closeStreams() {
-		if (pcmInputStream != null) {
-			try {
-				pcmInputStream.close();
-				if (pcmInputStream != rawInputStream)
-					rawInputStream.close();
-				if (audioOut != null) {
-					audioOut.drain();
-					audioOut.close();
-				}
-			} catch (Exception e) {}
-			pcmInputStream = null;
-			audioOut = null;
-		}
-	} // closeStreams()
+    /** Creates a map of FFT frequency bins to comparison bins.
+     *  Where the spacing of FFT bins is less than 0.5 semitones, the mapping is
+     *  one to one. Where the spacing is greater than 0.5 semitones, the FFT
+     *  energy is mapped into semitone-wide bins. No scaling is performed; that
+     *  is the energy is summed into the comparison bins. See also
+     *  processFrame()
+     */
+    void makeFreqMap(int fftSize, float sampleRate) {
+        freqMap.resize(fftSize/2+1);
+        double binWidth = sampleRate / fftSize;
+        int crossoverBin = (int)(2 / (pow(2, 1/12.0) - 1));
+        int crossoverMidi = (int)lrint(log(crossoverBin*binWidth/440)/
+                                       log(2) * 12 + 69);
+        int i = 0;
+        while (i <= crossoverBin)
+            freqMap[i++] = i;
+        while (i <= fftSize/2) {
+            double midi = log(i*binWidth/440) / log(2) * 12 + 69;
+            if (midi > 127)
+                midi = 127;
+            freqMap[i++] = crossoverBin + (int)lrint(midi) - crossoverMidi;
+        }
+        freqMapSize = freqMap[i-1] + 1;
+    } // makeFreqMap()
 
-	/** Creates a map of FFT frequency bins to comparison bins.
-	 *  Where the spacing of FFT bins is less than 0.5 semitones, the mapping is
-	 *  one to one. Where the spacing is greater than 0.5 semitones, the FFT
-	 *  energy is mapped into semitone-wide bins. No scaling is performed; that
-	 *  is the energy is summed into the comparison bins. See also
-	 *  processFrame()
-	 */
-	void makeFreqMap(int fftSize, float sampleRate) {
-		freqMap = new int[fftSize/2+1];
-		double binWidth = sampleRate / fftSize;
-		int crossoverBin = (int)(2 / (Math.pow(2, 1/12.0) - 1));
-		int crossoverMidi = (int)Math.round(Math.log(crossoverBin*binWidth/440)/
-														Math.log(2) * 12 + 69);
-		// freq = 440 * Math.pow(2, (midi-69)/12.0) / binWidth;
-		int i = 0;
-		while (i <= crossoverBin)
-			freqMap[i++] = i;
-		while (i <= fftSize/2) {
-			double midi = Math.log(i*binWidth/440) / Math.log(2) * 12 + 69;
-			if (midi > 127)
-				midi = 127;
-			freqMap[i++] = crossoverBin + (int)Math.round(midi) - crossoverMidi;
-		}
-		freqMapSize = freqMap[i-1] + 1;
-	} // makeFreqMap()
+    /** Processes a frame of audio data by first computing the STFT with a
+     *  Hamming window, then mapping the frequency bins into a part-linear
+     *  part-logarithmic array, then computing the spectral flux 
+     *  then (optionally) normalising and calculating onsets.
+     */
+    void processFrame(const float *const *inputBuffers) {
+        newFrame.clear();
+        for (int i = 0; i < freqMapSize; i++) {
+            newFrame.push_back(0);
+        }
+        double flux = 0;
+        for (int i = 0; i <= fftSize/2; i++) {
+            double mag = sqrt(inputBuffers[0][i*2] * inputBuffers[0][i*2] +
+                              inputBuffers[0][i*2+1] * inputBuffers[0][i*2+1]);
+            if (mag > prevFrame[i]) flux += mag - prevFrame[i];
+            prevFrame[i] = mag;
+            newFrame[freqMap[i]] += mag;
+        }
+        spectralFlux.push_back(flux);
+        frames.push_back(newFrame);
+//        for (int i = 0; i < freqMapSize; i++)
+//            [frameCount][i] = newFrame[i];
+/*
+        int index = cbIndex - (fftSize - hopSize);
+        if (index < 0)
+            index += fftSize;
+        int sz = (fftSize - hopSize) / energyOversampleFactor;
+        for (int j = 0; j < energyOversampleFactor; j++) {
+            double newEnergy = 0;
+            for (int i = 0; i < sz; i++) {
+                newEnergy += circBuffer[index] * circBuffer[index];
+                if (++index == fftSize)
+                    index = 0;
+            }
+            energy[frameCount * energyOversampleFactor + j] =
+                newEnergy / sz <= 1e-6? 0: log(newEnergy / sz) + 13.816;
+                }*/
 
-	/** Calculates the weighted phase deviation onset detection function.
-	 *  Not used.
-	 *  TODO: Test the change to WPD fn */
-	void weightedPhaseDeviation() {
-		if (frameCount < 2)
-			phaseDeviation[frameCount] = 0;
-		else {
-			for (int i = 0; i < fftSize; i++) {
-				double pd = imBuffer[i] - 2 * prevPhase[i] + prevPrevPhase[i];
-				double pd1 = Math.abs(Math.IEEEremainder(pd, 2 * Math.PI));
-				phaseDeviation[frameCount] += pd1 * reBuffer[i];
-				// System.err.printf("%7.3f   %7.3f\n", pd/Math.PI, pd1/Math.PI);
-			}
-		}
-		phaseDeviation[frameCount] /= fftSize * Math.PI;
-		double[] tmp = prevPrevPhase;
-		prevPrevPhase = prevPhase;
-		prevPhase = imBuffer;
-		imBuffer = tmp;
-	} // weightedPhaseDeviation()
+        double decay = frameCount >= 200? 0.99:
+            (frameCount < 100? 0: (frameCount - 100) / 100.0);
 
-	/** Reads a frame of input data, averages the channels to mono, scales
-	 *  to a maximum possible absolute value of 1, and stores the audio data
-	 *  in a circular input buffer.
-	 *  @return true if a frame (or part of a frame, if it is the final frame)
-	 *  is read. If a complete frame cannot be read, the InputStream is set
-	 *  to null.
-	 */
-	bool getFrame() {
-		if (pcmInputStream == null)
-			return false;
-		try {
-			int bytesRead = (int) pcmInputStream.read(inputBuffer);
-			if ((audioOut != null) && (bytesRead > 0))
-				if (audioOut.write(inputBuffer, 0, bytesRead) != bytesRead)
-					System.err.println("Error writing to audio device");
-			if (bytesRead < inputBuffer.length) {
-				if (!silent)
-					System.err.println("End of input: " + audioFileName);
-				closeStreams();
-				return false;
-			}
-		} catch (IOException e) {
-			e.printStackTrace();
-			closeStreams();
-			return false;
-		}
-		frameRMS = 0;
-		double sample;
-		switch(channels) {
-			case 1:
-				for (int i = 0; i < inputBuffer.length; i += 2) {
-					sample = ((inputBuffer[i+1]<<8) |
-							  (inputBuffer[i]&0xff)) / 32768.0;
-					frameRMS += sample * sample;
-					circBuffer[cbIndex++] = sample;
-					if (cbIndex == fftSize)
-						cbIndex = 0;
-				}
-				break;
-			case 2: // saves ~0.1% of RT (total input overhead ~0.4%) :)
-				for (int i = 0; i < inputBuffer.length; i += 4) {
-					sample = (((inputBuffer[i+1]<<8) | (inputBuffer[i]&0xff)) +
-							  ((inputBuffer[i+3]<<8) | (inputBuffer[i+2]&0xff)))
-								/ 65536.0;
-					frameRMS += sample * sample;
-					circBuffer[cbIndex++] = sample;
-					if (cbIndex == fftSize)
-						cbIndex = 0;
-				}
-				break;
-			default:
-				for (int i = 0; i < inputBuffer.length; ) {
-					sample = 0;
-					for (int j = 0; j < channels; j++, i+=2)
-						sample += (inputBuffer[i+1]<<8) | (inputBuffer[i]&0xff);
-					sample /= 32768.0 * channels;
-					frameRMS += sample * sample;
-					circBuffer[cbIndex++] = sample;
-					if (cbIndex == fftSize)
-						cbIndex = 0;
-				}
-		}
-		frameRMS = Math.sqrt(frameRMS / inputBuffer.length * 2 * channels);
-		return true;
-	} // getFrame()
+        //!!! uh-oh -- frameRMS has not been calculated (it came from time-domain signal) -- will always appear silent
 
-	/** Processes a frame of audio data by first computing the STFT with a
-	 *  Hamming window, then mapping the frequency bins into a part-linear
-	 *  part-logarithmic array, then computing the spectral flux 
-	 *  then (optionally) normalising and calculating onsets.
-	 */
-	void processFrame() {
-		if (getFrame()) {
-			for (int i = 0; i < fftSize; i++) {
-				reBuffer[i] = window[i] * circBuffer[cbIndex];
-				if (++cbIndex == fftSize)
-					cbIndex = 0;
-			}
-			Arrays.fill(imBuffer, 0);
-			FFT.magnitudePhaseFFT(reBuffer, imBuffer);
-			Arrays.fill(newFrame, 0);
-			double flux = 0;
-			for (int i = 0; i <= fftSize/2; i++) {
-				if (reBuffer[i] > prevFrame[i])
-					flux += reBuffer[i] - prevFrame[i];
-				newFrame[freqMap[i]] += reBuffer[i];
-			}
-			spectralFlux[frameCount] = flux;
-			for (int i = 0; i < freqMapSize; i++)
-				frames[frameCount][i] = newFrame[i];
-			int index = cbIndex - (fftSize - hopSize);
-			if (index < 0)
-				index += fftSize;
-			int sz = (fftSize - hopSize) / energyOversampleFactor;
-			for (int j = 0; j < energyOversampleFactor; j++) {
-				double newEnergy = 0;
-				for (int i = 0; i < sz; i++) {
-					newEnergy += circBuffer[index] * circBuffer[index];
-					if (++index == fftSize)
-						index = 0;
-				}
-				energy[frameCount * energyOversampleFactor + j] =
-						newEnergy / sz <= 1e-6? 0: Math.log(newEnergy / sz) + 13.816;
-			}
-			double decay = frameCount >= 200? 0.99:
-						(frameCount < 100? 0: (frameCount - 100) / 100.0);
-			if (ltAverage == 0)
-				ltAverage = frameRMS;
-			else
-				ltAverage = ltAverage * decay + frameRMS * (1.0 - decay);
-			if (frameRMS <= silenceThreshold)
-				for (int i = 0; i < freqMapSize; i++)
-					frames[frameCount][i] = 0;
-			else {
-				if (normaliseMode == 1)
-					for (int i = 0; i < freqMapSize; i++)
-						frames[frameCount][i] /= frameRMS;
-				else if (normaliseMode == 2)
-					for (int i = 0; i < freqMapSize; i++)
-						frames[frameCount][i] /= ltAverage;
-				for (int i = 0; i < freqMapSize; i++) {
-					frames[frameCount][i] = Math.log(frames[frameCount][i]) + rangeThreshold;
-					if (frames[frameCount][i] < 0)
-						frames[frameCount][i] = 0;
-				}
-			}
+        if (ltAverage == 0)
+            ltAverage = frameRMS;
+        else
+            ltAverage = ltAverage * decay + frameRMS * (1.0 - decay);
+        if (frameRMS <= silenceThreshold)
+            for (int i = 0; i < freqMapSize; i++)
+                frames[frameCount][i] = 0;
+        else {
+            if (normaliseMode == 1)
+                for (int i = 0; i < freqMapSize; i++)
+                    frames[frameCount][i] /= frameRMS;
+            else if (normaliseMode == 2)
+                for (int i = 0; i < freqMapSize; i++)
+                    frames[frameCount][i] /= ltAverage;
+            for (int i = 0; i < freqMapSize; i++) {
+                frames[frameCount][i] = log(frames[frameCount][i]) + rangeThreshold;
+                if (frames[frameCount][i] < 0)
+                    frames[frameCount][i] = 0;
+            }
+        }
 //			weightedPhaseDeviation();
 //			if (debug)
 //				System.err.printf("PhaseDev:  t=%7.3f  phDev=%7.3f  RMS=%7.3f\n",
 //						frameCount * hopTime,
 //						phaseDeviation[frameCount],
 //						frameRMS);
-			double[] tmp = prevFrame;
-			prevFrame = reBuffer;
-			reBuffer = tmp;
-			frameCount++;
-			if ((frameCount % 100) == 0) {
-				if (!silent) {
-					System.err.printf("Progress: %1d %5.3f %5.3f\n", 
-							frameCount, frameRMS, ltAverage);
-					Profile.report();
-				}
-				if ((progressCallback != null) && (totalFrames > 0))
-					progressCallback.setFraction((double)frameCount/totalFrames);
-			}
-		}
-	} // processFrame()
+        frameCount++;
+    } // processFrame()
 
-	/** Processes a complete file of audio data. */
-	void processFile() {
-		while (pcmInputStream != null) {
-			// Profile.start(0);
-			processFrame();
-			// Profile.log(0);
-			if (Thread.currentThread().isInterrupted()) {
-				System.err.println("info: INTERRUPTED in processFile()");
-				return;
-			}
-		}
-
+    /** Processes a complete file of audio data. */
+    void processFile() {
+/*
+        while (pcmInputStream != null) {
+            // Profile.start(0);
+            processFrame();
+            // Profile.log(0);
+            if (Thread.currentThread().isInterrupted()) {
+                System.err.println("info: INTERRUPTED in processFile()");
+                return;
+            }
+        }
+*/
 //		double[] x1 = new double[phaseDeviation.length];
 //		for (int i = 0; i < x1.length; i++) {
 //			x1[i] = i * hopTime;
@@ -415,141 +277,35 @@
 //		double[] slope = new double[energy.length];
 //		double hop = hopTime / energyOversampleFactor;
 //		Peaks.getSlope(energy, hop, 15, slope);
-//		LinkedList<Integer> peaks = Peaks.findPeaks(slope, (int)Math.round(0.06 / hop), 10);
+//		LinkedList<Integer> peaks = Peaks.findPeaks(slope, (int)lrint(0.06 / hop), 10);
 		
-		double hop = hopTime;
-		Peaks.normalise(spectralFlux);
-		LinkedList<Integer> peaks = Peaks.findPeaks(spectralFlux, (int)Math.round(0.06 / hop), 0.35, 0.84, true);
-		onsets = new double[peaks.size()];
-		double[] y2 = new double[onsets.length];
-		Iterator<Integer> it = peaks.iterator();
-		onsetList = new EventList();
-		double minSalience = Peaks.min(spectralFlux);
-		for (int i = 0; i < onsets.length; i++) {
-			int index = it.next();
-			onsets[i] = index * hop;
-			y2[i] = spectralFlux[index];
-			Event e = BeatTrackDisplay.newBeat(onsets[i], 0);
+        double hop = hopTime;
+        Peaks.normalise(spectralFlux);
+        LinkedList<Integer> peaks = Peaks.findPeaks(spectralFlux, (int)lrint(0.06 / hop), 0.35, 0.84, true);
+        onsets = new double[peaks.size()];
+        double[] y2 = new double[onsets.length];
+        Iterator<Integer> it = peaks.iterator();
+        onsetList = new EventList();
+        double minSalience = Peaks.min(spectralFlux);
+        for (int i = 0; i < onsets.length; i++) {
+            int index = it.next();
+            onsets[i] = index * hop;
+            y2[i] = spectralFlux[index];
+            Event e = BeatTrackDisplay.newBeat(onsets[i], 0);
 //			if (debug)
 //				System.err.printf("Onset: %8.3f  %8.3f  %8.3f\n",
 //						onsets[i], energy[index], slope[index]);
 //			e.salience = slope[index];	// or combination of energy + slope??
-			// Note that salience must be non-negative or the beat tracking system fails!
-			e.salience = spectralFlux[index] - minSalience;
-			onsetList.add(e);
-		}
-		if (progressCallback != null)
-			progressCallback.setFraction(1.0);
-		if (doOnsetPlot) {
-			double[] x1 = new double[spectralFlux.length];
-			for (int i = 0; i < x1.length; i++)
-				x1[i] = i * hopTime;
-			plot.addPlot(x1, spectralFlux, Color.red, 4);
-			plot.addPlot(onsets, y2, Color.green, 3);
-			plot.setTitle("Spectral flux and onsets");
-			plot.fitAxes();
-		}
-		if (debug) {
-			System.err.printf("Onsets: %d\nContinue? ", onsets.length);
-			readLine();
-		}
-	} // processFile()
+            // Note that salience must be non-negative or the beat tracking system fails!
+            e.salience = spectralFlux[index] - minSalience;
+            onsetList.add(e);
+        }
 
-	/** Reads a text file containing a list of whitespace-separated feature values.
-	 *  Created for paper submitted to ICASSP'07.
-	 *  @param fileName File containing the data
-	 *  @return An array containing the feature values
-	 */
-	static double[] getFeatures(String fileName) {
-		ArrayList<Double> l = new ArrayList<Double>();
-		try {
-			BufferedReader b = new BufferedReader(new FileReader(fileName));
-			while (true) {
-				String s = b.readLine();
-				if (s == null)
-					break;
-				int start = 0;
-				while (start < s.length()) {
-					int len = s.substring(start).indexOf(' ');
-					String t = null;
-					if (len < 0)
-						t = s.substring(start);
-					else if (len > 0) {
-						t = s.substring(start, start + len);
-					}
-					if (t != null)
-						try {
-							l.add(Double.parseDouble(t));
-						} catch (NumberFormatException e) {
-							System.err.println(e);
-							if (l.size() == 0)
-								l.add(new Double(0));
-							else
-								l.add(new Double(l.get(l.size()-1)));
-						}
-					start += len + 1;
-					if (len < 0)
-						break;
-				}
-			}
-			double[] features = new double[l.size()];
-			Iterator<Double> it = l.iterator();
-			for (int i = 0; it.hasNext(); i++)
-				features[i] = it.next().doubleValue();
-			return features;
-		} catch (FileNotFoundException e) {
-			e.printStackTrace();
-			return null;
-		} catch (IOException e) {
-			e.printStackTrace();
-			return null;
-		} catch (NumberFormatException e) {
-			e.printStackTrace();
-			return null;
-		}
-	} // getFeatures()
-	
-	/** Reads a file of feature values, treated as an onset detection function,
-	 *  and finds peaks, which are stored in <code>onsetList</code> and <code>onsets</code>.
-	 * @param fileName The file of feature values
-	 * @param hopTime The spacing of feature values in time
-	 */
-	void processFeatures(String fileName, double hopTime) {
-		double hop = hopTime;
-		double[] features = getFeatures(fileName);
-		Peaks.normalise(features);
-		LinkedList<Integer> peaks = Peaks.findPeaks(features, (int)Math.round(0.06 / hop), 0.35, 0.84, true);
-		onsets = new double[peaks.size()];
-		double[] y2 = new double[onsets.length];
-		Iterator<Integer> it = peaks.iterator();
-		onsetList = new EventList();
-		double minSalience = Peaks.min(features);
-		for (int i = 0; i < onsets.length; i++) {
-			int index = it.next();
-			onsets[i] = index * hop;
-			y2[i] = features[index];
-			Event e = BeatTrackDisplay.newBeat(onsets[i], 0);
-			e.salience = features[index] - minSalience;
-			onsetList.add(e);
-		}
-	} // processFeatures()
+        //!!! This onsetList is then fed in to BeatTrackDisplay::beatTrack
 
-	/** Copies output of audio processing to the display panel. */
-	void setDisplay(BeatTrackDisplay btd) {
-		int energy2[] = new int[totalFrames*energyOversampleFactor];
-		double time[] = new double[totalFrames*energyOversampleFactor];
-		for (int i = 0; i < totalFrames*energyOversampleFactor; i++) {
-			energy2[i] = (int) (energy[i] * 4 * energyOversampleFactor);
-			time[i] = i * hopTime / energyOversampleFactor;
-		}
-		btd.setMagnitudes(energy2);
-		btd.setEnvTimes(time);
-		btd.setSpectro(frames, totalFrames, hopTime, 0);//fftTime/hopTime);
-		btd.setOnsets(onsets);
-		btd.setOnsetList(onsetList);
-	} // setDisplay()
-	
-} // class AudioProcessor
+    } // processFile()
+
+}; // class AudioProcessor
 
 
 #endif