com.github.steveash.jg2p.rerank.ShapePipe Maven / Gradle / Ivy
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/*
* Copyright 2015 Steve Ash
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.github.steveash.jg2p.rerank;
import com.github.steveash.jg2p.phoseq.WordShape;
import org.apache.commons.lang3.StringUtils;
/**
* @author Steve Ash
*/
public class ShapePipe implements RerankFeature {
private static final int DIST_BASE = 5;
private static final long serialVersionUID = -2962634341623299872L;
@Override
public void emitFeatures(RerankFeatureBag data) {
String wordShape = WordShape.graphShape(data.getExample().getWordGraphs(), false);
String ansShape = WordShape.phoneShape(data.getExample().getEncoding().getPhones(), false);
int dist = StringUtils.getLevenshteinDistance(wordShape, ansShape, DIST_BASE);
double distFeature = 1.0;
if (dist > 0) {
// distFeature = Scaler.scaleLogSquash(dist, DIST_BASE, 1.0);
distFeature = dist;
}
data.setFeature("shpDst", distFeature);
int lenDiff = Math.abs(wordShape.length() - ansShape.length());
// double lenDiffFeature = Scaler.scaleLogSquash(lenDiff, 3.0, 1.0);
double lenDiffFeature = lenDiff;
data.setFeature("shpLenDiff", lenDiffFeature);
}
}