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Add Exponential Moving Average Filter (#6075)
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package com.thealgorithms.audiofilters;
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import static org.junit.jupiter.api.Assertions.assertArrayEquals;
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import org.junit.jupiter.api.Test;
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public class EMAFilterTest {
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@Test
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public void testApplyBasicSignal() {
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EMAFilter emaFilter = new EMAFilter(0.2);
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double[] audioSignal = {0.1, 0.5, 0.8, 0.6, 0.3, 0.9, 0.4};
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double[] expectedOutput = {0.1, 0.18, 0.304, 0.3632, 0.35056, 0.460448, 0.4483584};
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double[] result = emaFilter.apply(audioSignal);
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assertArrayEquals(expectedOutput, result, 1e-5);
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}
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@Test
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public void testApplyEmptySignal() {
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EMAFilter emaFilter = new EMAFilter(0.2);
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double[] audioSignal = {};
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double[] expectedOutput = {};
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double[] result = emaFilter.apply(audioSignal);
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assertArrayEquals(expectedOutput, result);
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}
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@Test
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public void testAlphaBounds() {
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EMAFilter emaFilterMin = new EMAFilter(0.01);
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EMAFilter emaFilterMax = new EMAFilter(1.0);
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double[] audioSignal = {1.0, 1.0, 1.0, 1.0};
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// Minimal smoothing (alpha close to 0)
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double[] resultMin = emaFilterMin.apply(audioSignal);
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assertArrayEquals(audioSignal, resultMin, 1e-5);
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// Maximum smoothing (alpha = 1, output should match input)
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double[] resultMax = emaFilterMax.apply(audioSignal);
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assertArrayEquals(audioSignal, resultMax, 1e-5);
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}
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}
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