/** * Copyright 2004-2006 DFKI GmbH. * All Rights Reserved. Use is subject to license terms. * * This file is part of MARY TTS. * * MARY TTS is free software: you can redistribute it and/or modify * it under the terms of the GNU Lesser General Public License as published by * the Free Software Foundation, version 3 of the License. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU Lesser General Public License for more details. * * You should have received a copy of the GNU Lesser General Public License * along with this program. If not, see <http://www.gnu.org/licenses/>. * */ package marytts.signalproc.process; import java.io.File; import javax.sound.sampled.AudioFileFormat; import javax.sound.sampled.AudioInputStream; import javax.sound.sampled.AudioSystem; import marytts.signalproc.window.Window; import marytts.util.data.BufferedDoubleDataSource; import marytts.util.data.audio.AudioDoubleDataSource; import marytts.util.data.audio.DDSAudioInputStream; /** * * @author Marc Schröder * * A simple implementation of a separator of periodic and aperiodic components, based on an attenuation function for * signals below a given threshold. This class provides the aperiodic (noise) components, as the exact complement of @see * SimpleNoiseRemover. * */ public class SimpleNoiseKeeper extends PolarFrequencyProcessor { protected double threshold; public SimpleNoiseKeeper(int fftSize, double threshold) { super(fftSize); this.threshold = threshold; } /** * Perform the attenuation of low-intensity frequency components. * * @param r * amplitude of FFT * @param phi * phase of FFT */ protected void processPolar(double[] r, double[] phi) { int halfWinLength = r.length / 2; for (int i = 0; i < r.length; i++) { double rNorm = r[i] / halfWinLength; double factor = rNorm / (rNorm + threshold); // System.out.println("Threshold "+threshold+", rNorm "+rNorm+", factor "+factor); r[i] *= 1 - factor; } } public static void main(String[] args) throws Exception { for (int i = 0; i < args.length; i++) { AudioInputStream inputAudio = AudioSystem.getAudioInputStream(new File(args[i])); int samplingRate = (int) inputAudio.getFormat().getSampleRate(); AudioDoubleDataSource signal = new AudioDoubleDataSource(inputAudio); int frameLength = Integer.getInteger("signalproc.simplenoisekeeper.framelength", 1024).intValue(); double threshold = Double.parseDouble(System.getProperty("signalproc.simplenoisekeeper.threshold", "50.0")); FrameOverlapAddSource foas = new FrameOverlapAddSource(signal, Window.HANNING, true, frameLength, samplingRate, new SimpleNoiseKeeper(frameLength, threshold)); DDSAudioInputStream outputAudio = new DDSAudioInputStream(new BufferedDoubleDataSource(foas), inputAudio.getFormat()); String outFileName = args[i].substring(0, args[i].length() - 4) + "_noiseonly.wav"; AudioSystem.write(outputAudio, AudioFileFormat.Type.WAVE, new File(outFileName)); } } }