@Test public void vadReturnsOriginalAudioBufferWhenThereIsNoDetectableSilence() { double[] voiceSample = new double[8192]; Arrays.fill(voiceSample, 1.0); double[] output = vad.removeSilence(voiceSample, DEFAULT_SAMPLE_RATE); assertThat(output, is(sameInstance(voiceSample))); }
public double[] removeSilence(double[] voiceSample, float sampleRate) { int oneMilliInSamples = (int)sampleRate / 1000; int length = voiceSample.length; int minSilenceLength = MIN_SILENCE_MILLIS * oneMilliInSamples; int minActivityLength = getMinimumVoiceActivityLength(sampleRate); boolean[] result = new boolean[length]; if(length < minActivityLength) { return voiceSample; } int windowSize = WINDOW_MILLIS * oneMilliInSamples; double[] correllation = new double[windowSize]; double[] window = new double[windowSize]; for(int position = 0; position + windowSize < length; position += windowSize) { System.arraycopy(voiceSample, position, window, 0, windowSize); double mean = bruteForceAutocorrelation(window, correllation); Arrays.fill(result, position, position + windowSize, mean > threshold); } mergeSmallSilentAreas(result, minSilenceLength); int silenceCounter = mergeSmallActiveAreas(result, minActivityLength); if (silenceCounter > 0) { int fadeLength = FADE_MILLIS * oneMilliInSamples; initFadeFactors(fadeLength); double[] shortenedVoiceSample = new double[voiceSample.length - silenceCounter]; int copyCounter = 0; for (int i = 0; i < result.length; i++) { if (result[i]) { int startIndex = i; int counter = 0; while (i < result.length && result[i++]) { counter++; } int endIndex = startIndex + counter; applyFadeInFadeOut(voiceSample, fadeLength, startIndex, endIndex); System.arraycopy(voiceSample, startIndex, shortenedVoiceSample, copyCounter, counter); copyCounter += counter; } } return shortenedVoiceSample; } else { return voiceSample; } }
AutocorrellatedVoiceActivityDetector { public double[] removeSilence(double[] voiceSample, float sampleRate) { int oneMilliInSamples = (int)sampleRate / 1000; int length = voiceSample.length; int minSilenceLength = MIN_SILENCE_MILLIS * oneMilliInSamples; int minActivityLength = getMinimumVoiceActivityLength(sampleRate); boolean[] result = new boolean[length]; if(length < minActivityLength) { return voiceSample; } int windowSize = WINDOW_MILLIS * oneMilliInSamples; double[] correllation = new double[windowSize]; double[] window = new double[windowSize]; for(int position = 0; position + windowSize < length; position += windowSize) { System.arraycopy(voiceSample, position, window, 0, windowSize); double mean = bruteForceAutocorrelation(window, correllation); Arrays.fill(result, position, position + windowSize, mean > threshold); } mergeSmallSilentAreas(result, minSilenceLength); int silenceCounter = mergeSmallActiveAreas(result, minActivityLength); if (silenceCounter > 0) { int fadeLength = FADE_MILLIS * oneMilliInSamples; initFadeFactors(fadeLength); double[] shortenedVoiceSample = new double[voiceSample.length - silenceCounter]; int copyCounter = 0; for (int i = 0; i < result.length; i++) { if (result[i]) { int startIndex = i; int counter = 0; while (i < result.length && result[i++]) { counter++; } int endIndex = startIndex + counter; applyFadeInFadeOut(voiceSample, fadeLength, startIndex, endIndex); System.arraycopy(voiceSample, startIndex, shortenedVoiceSample, copyCounter, counter); copyCounter += counter; } } return shortenedVoiceSample; } else { return voiceSample; } } }
AutocorrellatedVoiceActivityDetector { public double[] removeSilence(double[] voiceSample, float sampleRate) { int oneMilliInSamples = (int)sampleRate / 1000; int length = voiceSample.length; int minSilenceLength = MIN_SILENCE_MILLIS * oneMilliInSamples; int minActivityLength = getMinimumVoiceActivityLength(sampleRate); boolean[] result = new boolean[length]; if(length < minActivityLength) { return voiceSample; } int windowSize = WINDOW_MILLIS * oneMilliInSamples; double[] correllation = new double[windowSize]; double[] window = new double[windowSize]; for(int position = 0; position + windowSize < length; position += windowSize) { System.arraycopy(voiceSample, position, window, 0, windowSize); double mean = bruteForceAutocorrelation(window, correllation); Arrays.fill(result, position, position + windowSize, mean > threshold); } mergeSmallSilentAreas(result, minSilenceLength); int silenceCounter = mergeSmallActiveAreas(result, minActivityLength); if (silenceCounter > 0) { int fadeLength = FADE_MILLIS * oneMilliInSamples; initFadeFactors(fadeLength); double[] shortenedVoiceSample = new double[voiceSample.length - silenceCounter]; int copyCounter = 0; for (int i = 0; i < result.length; i++) { if (result[i]) { int startIndex = i; int counter = 0; while (i < result.length && result[i++]) { counter++; } int endIndex = startIndex + counter; applyFadeInFadeOut(voiceSample, fadeLength, startIndex, endIndex); System.arraycopy(voiceSample, startIndex, shortenedVoiceSample, copyCounter, counter); copyCounter += counter; } } return shortenedVoiceSample; } else { return voiceSample; } }  }
AutocorrellatedVoiceActivityDetector { public double[] removeSilence(double[] voiceSample, float sampleRate) { int oneMilliInSamples = (int)sampleRate / 1000; int length = voiceSample.length; int minSilenceLength = MIN_SILENCE_MILLIS * oneMilliInSamples; int minActivityLength = getMinimumVoiceActivityLength(sampleRate); boolean[] result = new boolean[length]; if(length < minActivityLength) { return voiceSample; } int windowSize = WINDOW_MILLIS * oneMilliInSamples; double[] correllation = new double[windowSize]; double[] window = new double[windowSize]; for(int position = 0; position + windowSize < length; position += windowSize) { System.arraycopy(voiceSample, position, window, 0, windowSize); double mean = bruteForceAutocorrelation(window, correllation); Arrays.fill(result, position, position + windowSize, mean > threshold); } mergeSmallSilentAreas(result, minSilenceLength); int silenceCounter = mergeSmallActiveAreas(result, minActivityLength); if (silenceCounter > 0) { int fadeLength = FADE_MILLIS * oneMilliInSamples; initFadeFactors(fadeLength); double[] shortenedVoiceSample = new double[voiceSample.length - silenceCounter]; int copyCounter = 0; for (int i = 0; i < result.length; i++) { if (result[i]) { int startIndex = i; int counter = 0; while (i < result.length && result[i++]) { counter++; } int endIndex = startIndex + counter; applyFadeInFadeOut(voiceSample, fadeLength, startIndex, endIndex); System.arraycopy(voiceSample, startIndex, shortenedVoiceSample, copyCounter, counter); copyCounter += counter; } } return shortenedVoiceSample; } else { return voiceSample; } }  double getAutocorrellationThreshold(); void setAutocorrellationThreshold(double threshold); double[] removeSilence(double[] voiceSample, float sampleRate); int getMinimumVoiceActivityLength(float sampleRate); }
AutocorrellatedVoiceActivityDetector { public double[] removeSilence(double[] voiceSample, float sampleRate) { int oneMilliInSamples = (int)sampleRate / 1000; int length = voiceSample.length; int minSilenceLength = MIN_SILENCE_MILLIS * oneMilliInSamples; int minActivityLength = getMinimumVoiceActivityLength(sampleRate); boolean[] result = new boolean[length]; if(length < minActivityLength) { return voiceSample; } int windowSize = WINDOW_MILLIS * oneMilliInSamples; double[] correllation = new double[windowSize]; double[] window = new double[windowSize]; for(int position = 0; position + windowSize < length; position += windowSize) { System.arraycopy(voiceSample, position, window, 0, windowSize); double mean = bruteForceAutocorrelation(window, correllation); Arrays.fill(result, position, position + windowSize, mean > threshold); } mergeSmallSilentAreas(result, minSilenceLength); int silenceCounter = mergeSmallActiveAreas(result, minActivityLength); if (silenceCounter > 0) { int fadeLength = FADE_MILLIS * oneMilliInSamples; initFadeFactors(fadeLength); double[] shortenedVoiceSample = new double[voiceSample.length - silenceCounter]; int copyCounter = 0; for (int i = 0; i < result.length; i++) { if (result[i]) { int startIndex = i; int counter = 0; while (i < result.length && result[i++]) { counter++; } int endIndex = startIndex + counter; applyFadeInFadeOut(voiceSample, fadeLength, startIndex, endIndex); System.arraycopy(voiceSample, startIndex, shortenedVoiceSample, copyCounter, counter); copyCounter += counter; } } return shortenedVoiceSample; } else { return voiceSample; } }  double getAutocorrellationThreshold(); void setAutocorrellationThreshold(double threshold); double[] removeSilence(double[] voiceSample, float sampleRate); int getMinimumVoiceActivityLength(float sampleRate);  }