com.github.steveash.jg2p.align.AlignModel Maven / Gradle / Ivy
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/*
* Copyright 2014 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.align;
import com.github.steveash.jg2p.Word;
import java.io.Externalizable;
import java.io.IOException;
import java.io.ObjectInput;
import java.io.ObjectOutput;
import java.util.List;
/**
* Uses the EM-based graphone model + viterbi inference
* @author Steve Ash
*/
public class AlignModel implements Externalizable, Aligner {
private /*final*/ GramOptions opts;
private /*final*/ ProbTable t;
private /*final*/ AlignerViterbi viterbi;
private /*final*/ AlignerInferencer inferencer;
public AlignModel(GramOptions opts, ProbTable t) {
this.opts = opts;
this.t = t;
viterbi = new AlignerViterbi(opts, t);
inferencer = new AlignerInferencer(opts, t);
}
// for serialization
public AlignModel() {
}
public List align(Word x, Word y, int nBest) {
return viterbi.align(x, y, nBest);
}
@Override
public List inferAlignments(Word x, int nBest) {
return inferencer.bestGraphemes(x, nBest);
}
public ProbTable getTransitions() {
return t;
}
@Override
public void writeExternal(ObjectOutput out) throws IOException {
out.writeObject(opts);
out.writeObject(t);
}
@Override
public void readExternal(ObjectInput in) throws IOException, ClassNotFoundException {
this.opts = (GramOptions) in.readObject();
this.t = (ProbTable) in.readObject();
this.viterbi = new AlignerViterbi(opts, t);
this.inferencer = new AlignerInferencer(opts, t);
}
}