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Example of reconition for groups of audio files
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recognizer-examples/src/main/java/br/com/cpqd/asr/recognizer/example/BatchRecognizer.java
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/******************************************************************************* | ||
* Copyright 2018 CPqD. All Rights Reserved. | ||
* | ||
* 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 br.com.cpqd.asr.recognizer.example; | ||
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import java.io.BufferedWriter; | ||
import java.io.File; | ||
import java.io.IOException; | ||
import java.net.URISyntaxException; | ||
import java.nio.file.Files; | ||
import java.nio.file.Path; | ||
import java.nio.file.Paths; | ||
import java.util.List; | ||
import java.util.stream.Stream; | ||
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import br.com.cpqd.asr.recognizer.AudioSource; | ||
import br.com.cpqd.asr.recognizer.FileAudioSource; | ||
import br.com.cpqd.asr.recognizer.LanguageModelList; | ||
import br.com.cpqd.asr.recognizer.RecognitionException; | ||
import br.com.cpqd.asr.recognizer.SimpleRecognizerListener; | ||
import br.com.cpqd.asr.recognizer.SpeechRecognizer; | ||
import br.com.cpqd.asr.recognizer.model.RecognitionAlternative; | ||
import br.com.cpqd.asr.recognizer.model.RecognitionConfig; | ||
import br.com.cpqd.asr.recognizer.model.RecognitionResult; | ||
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public class BatchRecognizer { | ||
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private SpeechRecognizer recognizer; | ||
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public BatchRecognizer(String serverUrl, String user, String pwd) | ||
throws URISyntaxException, IOException, RecognitionException { | ||
RecognitionConfig config = RecognitionConfig.builder().maxSentences(1).continuousMode(true).build(); | ||
recognizer = SpeechRecognizer.builder().serverURL(serverUrl).userAgent("client=JavaSE;app=RecognizeBatch") | ||
.credentials(user, pwd).recogConfig(config) | ||
.addListener(new SimpleRecognizerListener() { | ||
@Override | ||
public void onRecognitionResult(RecognitionResult result) { | ||
result.getAlternatives().stream().findFirst().ifPresent(a -> { | ||
System.out.printf(" [%.2f - %.2f] %s%n", result.getSegmentStartTime(), result.getSegmentEndTime(), a.getText()); | ||
}); | ||
} | ||
}) | ||
.build(); | ||
} | ||
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/** | ||
* Reconhece um arquivo de áudio e gera um arquivo texto com a transcrição. | ||
* | ||
* @param audioFile Arquivo de áudio | ||
* @param lmList Lista de modelos da língua | ||
*/ | ||
private void recognizeFile(File audioFile, LanguageModelList lmList) { | ||
try (BufferedWriter textFile = Files.newBufferedWriter(Paths.get(audioFile.getAbsolutePath() + ".txt"))) { | ||
System.out.println("##### Processing audio: " + audioFile); | ||
System.out.println(); | ||
// pode ser de qualquer fonte (neste caso é um arquivo) | ||
AudioSource audio = new FileAudioSource(audioFile); | ||
// envia o audio para o servidor | ||
recognizer.recognize(audio, lmList); | ||
// aguarda o resultado do reconhecimento | ||
List<RecognitionResult> resultList = recognizer.waitRecognitionResult(); | ||
for (RecognitionResult result : resultList) { | ||
List<RecognitionAlternative> alts = result.getAlternatives(); | ||
if (!alts.isEmpty()) { | ||
textFile.write(alts.get(0).getText() + " "); | ||
} | ||
} | ||
System.out.println("\n"); | ||
} catch (Exception e) { | ||
System.err.println("ERROR: Failure to process audio: " + audioFile + ": " + e.getMessage()); | ||
e.printStackTrace(); | ||
} | ||
} | ||
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/** | ||
* Reconhece os áudios contidos em um diretório. | ||
* | ||
* @param audioPath Caminho para o diretório. | ||
* @param lmURI Modelo da língua a ser usado. | ||
* | ||
* @throws IOException | ||
* @throws RecognitionException | ||
*/ | ||
public void recognize(String audioPath, String lmURI) throws IOException, RecognitionException { | ||
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// modelo da língua | ||
LanguageModelList lmList = LanguageModelList.builder().addFromURI(lmURI).build(); | ||
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File audioSource = new File(audioPath); | ||
if (audioSource.exists()) { | ||
if (audioSource.isDirectory()) { | ||
try (Stream<Path> paths = Files.walk(Paths.get(audioPath))) { | ||
paths.filter(Files::isRegularFile).filter(path -> path.toString().endsWith(".wav")) | ||
.map(Path::toFile).forEach(file -> { | ||
recognizeFile(file, lmList); | ||
}); | ||
} | ||
} else { | ||
recognizeFile(audioSource, lmList); | ||
} | ||
} else { | ||
throw new IOException("Audio path not found: " + audioPath); | ||
} | ||
} | ||
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public void close() { | ||
try { | ||
recognizer.close(); | ||
} catch (IOException e) { | ||
System.err.println("ERROR: Failure to close recognizer: " + e.getMessage()); | ||
e.printStackTrace(); | ||
} | ||
} | ||
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public static void main(String[] args) throws IOException, URISyntaxException, RecognitionException { | ||
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if (!(args.length == 3 || args.length == 5)) { | ||
System.out.println("Usage: <ws_url> <lang_uri> <wav_path> [ <user> <password> ]"); | ||
System.out | ||
.println(" eg: wss://path/to/server builtin:slm/general /path/to/dir myusername mypassword"); | ||
return; | ||
} | ||
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String url = args[0]; | ||
String lmURI = args[1]; | ||
String audioPath = args[2]; | ||
String user = null; | ||
String pwd = null; | ||
if (args.length > 3) { | ||
user = args[3]; | ||
pwd = args[4]; | ||
} | ||
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BatchRecognizer recognizer = new BatchRecognizer(url, user, pwd); | ||
recognizer.recognize(audioPath, lmURI); | ||
recognizer.close(); | ||
} | ||
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} |