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samples: Add samples for speech diarization ga (auto-punctuation samp…
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speech/snippets/src/main/java/com/example/speech/TranscribeDiarization.java
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/* | ||
* Copyright 2019 Google LLC | ||
* | ||
* 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. | ||
*/ | ||
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package com.example.speech; | ||
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// [START speech_transcribe_diarization] | ||
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import com.google.cloud.speech.v1.RecognitionAudio; | ||
import com.google.cloud.speech.v1.RecognitionConfig; | ||
import com.google.cloud.speech.v1.RecognizeResponse; | ||
import com.google.cloud.speech.v1.SpeakerDiarizationConfig; | ||
import com.google.cloud.speech.v1.SpeechClient; | ||
import com.google.cloud.speech.v1.SpeechRecognitionAlternative; | ||
import com.google.cloud.speech.v1.WordInfo; | ||
import com.google.protobuf.ByteString; | ||
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import java.io.IOException; | ||
import java.nio.file.Files; | ||
import java.nio.file.Path; | ||
import java.nio.file.Paths; | ||
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class TranscribeDiarization { | ||
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static void transcribeDiarization() throws IOException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String fileName = "resources/commercial_mono.wav"; | ||
transcribeDiarization(fileName); | ||
} | ||
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// Transcribe the given audio file using speaker diarization. | ||
static void transcribeDiarization(String fileName) throws IOException { | ||
Path path = Paths.get(fileName); | ||
byte[] content = Files.readAllBytes(path); | ||
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// Initialize client that will be used to send requests. This client only needs to be created | ||
// once, and can be reused for multiple requests. After completing all of your requests, call | ||
// the "close" method on the client to safely clean up any remaining background resources. | ||
try (SpeechClient client = SpeechClient.create()) { | ||
// Get the contents of the local audio file | ||
RecognitionAudio recognitionAudio = | ||
RecognitionAudio.newBuilder().setContent(ByteString.copyFrom(content)).build(); | ||
SpeakerDiarizationConfig speakerDiarizationConfig = SpeakerDiarizationConfig.newBuilder() | ||
.setEnableSpeakerDiarization(true) | ||
.setMinSpeakerCount(2) | ||
.setMaxSpeakerCount(2) | ||
.build(); | ||
// Configure request to enable Speaker diarization | ||
RecognitionConfig config = RecognitionConfig.newBuilder() | ||
.setEncoding(RecognitionConfig.AudioEncoding.LINEAR16) | ||
.setLanguageCode("en-US") | ||
.setSampleRateHertz(8000) | ||
.setDiarizationConfig(speakerDiarizationConfig) | ||
.build(); | ||
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// Perform the transcription request | ||
RecognizeResponse recognizeResponse = client.recognize(config, recognitionAudio); | ||
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// Speaker Tags are only included in the last result object, which has only one alternative. | ||
SpeechRecognitionAlternative alternative = | ||
recognizeResponse.getResults( | ||
recognizeResponse.getResultsCount() - 1).getAlternatives(0); | ||
// The alternative is made up of WordInfo objects that contain the speaker_tag. | ||
WordInfo wordInfo = alternative.getWords(0); | ||
int currentSpeakerTag = wordInfo.getSpeakerTag(); | ||
// For each word, get all the words associated with one speaker, once the speaker changes, | ||
// add a new line with the new speaker and their spoken words. | ||
StringBuilder speakerWords = new StringBuilder( | ||
String.format("Speaker %d: %s", wordInfo.getSpeakerTag(), wordInfo.getWord())); | ||
for (int i = 1; i < alternative.getWordsCount(); i++) { | ||
wordInfo = alternative.getWords(i); | ||
if (currentSpeakerTag == wordInfo.getSpeakerTag()) { | ||
speakerWords.append(" "); | ||
speakerWords.append(wordInfo.getWord()); | ||
} else { | ||
speakerWords.append( | ||
String.format("\nSpeaker %d: %s", | ||
wordInfo.getSpeakerTag(), | ||
wordInfo.getWord())); | ||
currentSpeakerTag = wordInfo.getSpeakerTag(); | ||
} | ||
} | ||
System.out.println(speakerWords.toString()); | ||
} | ||
} | ||
} | ||
// [END speech_transcribe_diarization] |
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speech/snippets/src/main/java/com/example/speech/TranscribeDiarizationGcs.java
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/* | ||
* Copyright 2019 Google LLC | ||
* | ||
* 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. | ||
*/ | ||
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package com.example.speech; | ||
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// [START speech_transcribe_diarization_gcs] | ||
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import com.google.api.gax.longrunning.OperationFuture; | ||
import com.google.cloud.speech.v1.LongRunningRecognizeMetadata; | ||
import com.google.cloud.speech.v1.LongRunningRecognizeResponse; | ||
import com.google.cloud.speech.v1.RecognitionAudio; | ||
import com.google.cloud.speech.v1.RecognitionConfig; | ||
import com.google.cloud.speech.v1.SpeakerDiarizationConfig; | ||
import com.google.cloud.speech.v1.SpeechClient; | ||
import com.google.cloud.speech.v1.SpeechRecognitionAlternative; | ||
import com.google.cloud.speech.v1.WordInfo; | ||
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import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
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public class TranscribeDiarizationGcs { | ||
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static void transcribeDiarizationGcs() throws IOException, ExecutionException, | ||
InterruptedException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String gcsUri = "gs://cloud-samples-data/speech/commercial_mono.wav"; | ||
transcribeDiarizationGcs(gcsUri); | ||
} | ||
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// Transcribe the give gcs file using speaker diarization | ||
public static void transcribeDiarizationGcs(String gcsUri) throws IOException, | ||
ExecutionException, InterruptedException { | ||
// Initialize client that will be used to send requests. This client only needs to be created | ||
// once, and can be reused for multiple requests. After completing all of your requests, call | ||
// the "close" method on the client to safely clean up any remaining background resources. | ||
try (SpeechClient speechClient = SpeechClient.create()) { | ||
SpeakerDiarizationConfig speakerDiarizationConfig = SpeakerDiarizationConfig.newBuilder() | ||
.setEnableSpeakerDiarization(true) | ||
.setMinSpeakerCount(2) | ||
.setMaxSpeakerCount(2) | ||
.build(); | ||
// Configure request to enable Speaker diarization | ||
RecognitionConfig config = | ||
RecognitionConfig.newBuilder() | ||
.setEncoding(RecognitionConfig.AudioEncoding.LINEAR16) | ||
.setLanguageCode("en-US") | ||
.setSampleRateHertz(8000) | ||
.setDiarizationConfig(speakerDiarizationConfig) | ||
.build(); | ||
// Set the remote path for the audio file | ||
RecognitionAudio audio = RecognitionAudio.newBuilder().setUri(gcsUri).build(); | ||
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// Use non-blocking call for getting file transcription | ||
OperationFuture<LongRunningRecognizeResponse, LongRunningRecognizeMetadata> future = | ||
speechClient.longRunningRecognizeAsync(config, audio); | ||
System.out.println("Waiting for response..."); | ||
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// Speaker Tags are only included in the last result object, which has only one alternative. | ||
LongRunningRecognizeResponse response = future.get(); | ||
SpeechRecognitionAlternative alternative = | ||
response.getResults( | ||
response.getResultsCount() - 1) | ||
.getAlternatives(0); | ||
// The alternative is made up of WordInfo objects that contain the speaker_tag. | ||
WordInfo wordInfo = alternative.getWords(0); | ||
int currentSpeakerTag = wordInfo.getSpeakerTag(); | ||
// For each word, get all the words associated with one speaker, once the speaker changes, | ||
// add a new line with the new speaker and their spoken words. | ||
StringBuilder speakerWords = new StringBuilder( | ||
String.format("Speaker %d: %s", wordInfo.getSpeakerTag(), wordInfo.getWord())); | ||
for (int i = 1; i < alternative.getWordsCount(); i++) { | ||
wordInfo = alternative.getWords(i); | ||
if (currentSpeakerTag == wordInfo.getSpeakerTag()) { | ||
speakerWords.append(" "); | ||
speakerWords.append(wordInfo.getWord()); | ||
} else { | ||
speakerWords.append( | ||
String.format("\nSpeaker %d: %s", | ||
wordInfo.getSpeakerTag(), | ||
wordInfo.getWord())); | ||
currentSpeakerTag = wordInfo.getSpeakerTag(); | ||
} | ||
} | ||
System.out.println(speakerWords.toString()); | ||
} | ||
} | ||
} | ||
// [END speech_transcribe_diarization_gcs] |
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speech/snippets/src/test/java/com/example/speech/TranscribeDiarizationIT.java
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/* | ||
* Copyright 2018 Google Inc. | ||
* | ||
* 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. | ||
*/ | ||
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package com.example.speech; | ||
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import static com.google.common.truth.Truth.assertThat; | ||
import static junit.framework.TestCase.assertNotNull; | ||
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import java.io.ByteArrayOutputStream; | ||
import java.io.IOException; | ||
import java.io.PrintStream; | ||
import java.util.concurrent.ExecutionException; | ||
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import org.junit.After; | ||
import org.junit.Before; | ||
import org.junit.BeforeClass; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.junit.runners.JUnit4; | ||
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// Tests for speech Transcribe Diarization samples. | ||
@RunWith(JUnit4.class) | ||
@SuppressWarnings("checkstyle:abbreviationaswordinname") | ||
public class TranscribeDiarizationIT { | ||
private ByteArrayOutputStream bout; | ||
private PrintStream out; | ||
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// The path to the audio file to transcribe | ||
private String recognitionAudioFile = "./resources/commercial_mono.wav"; | ||
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private static void requireEnvVar(String varName) { | ||
assertNotNull( | ||
System.getenv(varName), | ||
"Environment variable '%s' is required to perform these tests.".format(varName) | ||
); | ||
} | ||
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@BeforeClass | ||
public static void checkRequirements() { | ||
requireEnvVar("GOOGLE_APPLICATION_CREDENTIALS"); | ||
} | ||
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@Before | ||
public void setUp() { | ||
bout = new ByteArrayOutputStream(); | ||
out = new PrintStream(bout); | ||
System.setOut(out); | ||
} | ||
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@After | ||
public void tearDown() { | ||
System.setOut(null); | ||
} | ||
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@Test | ||
public void testDiarization() throws IOException { | ||
TranscribeDiarization.transcribeDiarization(recognitionAudioFile); | ||
String got = bout.toString(); | ||
assertThat(got).contains("Speaker 1: I'm here"); | ||
assertThat(got).contains("Speaker 2: Hi, I'd like to buy a"); | ||
} | ||
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@Test | ||
public void testDiarizationGcs() throws IOException, ExecutionException, InterruptedException { | ||
TranscribeDiarizationGcs.transcribeDiarizationGcs( | ||
"gs://cloud-samples-data/speech/commercial_mono.wav"); | ||
String got = bout.toString(); | ||
assertThat(got).contains("Speaker 1: I'm here"); | ||
assertThat(got).contains("Speaker 2: Hi, I'd like to buy a"); | ||
} | ||
} |