com.github.steveash.jg2p.seq.NearSyllFeature Maven / Gradle / Ivy
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/*
* Copyright 2016 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.seq;
import com.github.steveash.jg2p.Grams;
import com.github.steveash.jg2p.syll.SyllStructure;
import cc.mallet.pipe.Pipe;
import cc.mallet.types.Instance;
import cc.mallet.types.Token;
import cc.mallet.types.TokenSequence;
import static com.google.common.base.Preconditions.checkNotNull;
/**
* emits a feature like NEARSYLL_NEXT_graph_countToNext or NEXT_graph_X for those graphs that are last
* @author Steve Ash
*/
public class NearSyllFeature extends Pipe {
private static final long serialVersionUID = 6132320827737141523L;
private final boolean isNext; // false if doing prev, true if next
public NearSyllFeature(boolean isNext) {
this.isNext = isNext;
}
@Override
public Instance pipe(Instance inst) {
TokenSequence ts = (TokenSequence) inst.getData();
SyllStructure struct = (SyllStructure) ts.getProperty(PhonemeCrfTrainer.PROP_STRUCTURE);
checkNotNull(struct, "no sylls", inst);
int xx = 0;
for (int i = 0; i < ts.size(); i++) {
Token tok = ts.get(i);
for (String grapheme : Grams.iterateSymbols(tok.getText())) {
int relative;
int syllIndex = struct.getSyllIndexForGraphemeIndex(xx);
int mySyllSeq = struct.getSyllSequenceForGraphemeIndex(xx);
// 01201
// YYZYZ
if (isNext) {
int graphsInSyllable = struct.getSyllGraphsForSyllIndex(syllIndex).length(); // no zeroes
relative = (graphsInSyllable - mySyllSeq);
if (syllIndex == struct.getLastSyllIndex()) {
relative = -1;
}
} else {
relative = mySyllSeq + 1;
if (syllIndex == 0) {
relative = -1;
}
}
tok.setFeatureValue("NEARSYLL_" + (isNext ? "NEXT_" : "PREV_") + grapheme + "_" + relative, 1.0);
xx += 1;
}
}
return inst;
}
}