com.github.steveash.jg2p.seq.AlignmentToTokenSequence 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.google.common.base.Preconditions;
import com.github.steveash.jg2p.align.Alignment;
import com.github.steveash.jg2p.syll.SyllStructure;
import java.io.Serializable;
import java.util.List;
import cc.mallet.pipe.Pipe;
import cc.mallet.types.Alphabet;
import cc.mallet.types.Instance;
import cc.mallet.types.Token;
import cc.mallet.types.TokenSequence;
import static com.google.common.base.Preconditions.checkNotNull;
/**
* Converts an alignment in the data segment to a token sequence (incorporating syllable info if present)
* @author Steve Ash
*/
public class AlignmentToTokenSequence extends Pipe implements Serializable {
private static final long serialVersionUID = -7681162543291251873L;
private final boolean updateTarget;
private final boolean updateSyllable;
@Deprecated private final boolean updateSyllTokenCount;
public AlignmentToTokenSequence(Alphabet dataDict, Alphabet targetDict) {
this(dataDict, targetDict, true, true, false);
}
public AlignmentToTokenSequence(Alphabet dataDict, Alphabet targetDict,
boolean updateTarget, boolean updateSyllable, boolean syllTokenCount) {
super(dataDict, targetDict);
this.updateTarget = updateTarget;
this.updateSyllable = updateSyllable;
this.updateSyllTokenCount = syllTokenCount;
}
@Override
public Instance pipe(Instance inst) {
Alignment source = (Alignment) inst.getData();
List xList = source.getAllXTokensAsList();
TokenSequence xTokens = makeTokenSeq(xList);
// xTokens.setProperty(PhonemeCrfTrainer.PROP_ALIGNMENT, source);
inst.setData(xTokens);
if (inst.getTarget() != null && updateTarget) {
List target = (List) inst.getTarget();
Preconditions.checkState(target.size() == xList.size(), "target %s source %s", target, source);
inst.setTarget(makeTokenSeq(target));
}
if (updateSyllable) {
checkNotNull(source.getGraphoneSyllableGrams(), "no syllables", source);
SyllStructure struct = new SyllStructure(source);
List sylls = struct.getOncGrams();
xTokens.setProperty(PhonemeCrfTrainer.PROP_STRUCTURE, struct);
Preconditions.checkState(sylls.size() == xList.size(), "graphemes and syll markers not equal");
for (int i = 0; i < xTokens.size(); i++) {
Token token = xTokens.get(i);
String syll = sylls.get(i);
String syllFeat = syll;
if (updateSyllTokenCount) {
syllFeat += "_" + token.getText().toLowerCase() + "_" + struct.getSyllIndexForGraphoneGramIndex(i);
}
// token.setFeatureValue("SYL_" + syllFeat, 1.0);
}
}
return inst;
}
private TokenSequence makeTokenSeq(List vals) {
TokenSequence ts = new TokenSequence(vals.size());
for (String s : vals) {
ts.add(s);
}
return ts;
}
}