使用谷歌服务把音频pcm识别成文字的java代码
时间: 2024-04-07 22:29:17 浏览: 114
您可以使用Google Cloud Speech-to-Text API将音频PCM识别成文字。以下是Java代码示例:
1. 首先,您需要设置Google Cloud凭据和API客户端:
```java
import com.google.auth.oauth2.GoogleCredentials;
import com.google.cloud.speech.v1.*;
import com.google.protobuf.ByteString;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.Paths;
import java.util.List;
public class SpeechToText {
public static void main(String[] args) throws Exception {
// Set the credentials
GoogleCredentials credentials = GoogleCredentials.fromStream(new FileInputStream("path/to/credentials.json"));
SpeechClient speechClient = SpeechClient.create(SpeechSettings.newBuilder().setCredentialsProvider(FixedCredentialsProvider.create(credentials)).build());
// The path to the audio file to transcribe
String audioFilePath = "path/to/audio.pcm";
// The language of the audio file
String languageCode = "en-US";
// The sample rate of the audio file
int sampleRate = 16000;
// Transcribe the audio file
String text = transcribeAudioFile(speechClient, audioFilePath, languageCode, sampleRate);
// Print the transcribed text
System.out.println(text);
}
// Transcribes the given audio file using the Google Cloud Speech-to-Text API
public static String transcribeAudioFile(SpeechClient speechClient, String audioFilePath, String languageCode, int sampleRate) throws IOException {
// Read the audio file
Path path = Paths.get(audioFilePath);
byte[] data = Files.readAllBytes(path);
ByteString audioBytes = ByteString.copyFrom(data);
// Configure the recognition request
RecognitionConfig config = RecognitionConfig.newBuilder()
.setEncoding(RecognitionConfig.AudioEncoding.LINEAR16)
.setSampleRateHertz(sampleRate)
.setLanguageCode(languageCode)
.build();
RecognitionAudio audio = RecognitionAudio.newBuilder().setContent(audioBytes).build();
// Recognize the audio file
RecognizeResponse response = speechClient.recognize(config, audio);
List<SpeechRecognitionResult> results = response.getResultsList();
// Concatenate the transcribed text from each result
StringBuilder sb = new StringBuilder();
for (SpeechRecognitionResult result : results) {
List<SpeechRecognitionAlternative> alternatives = result.getAlternativesList();
for (SpeechRecognitionAlternative alternative : alternatives) {
sb.append(alternative.getTranscript());
}
}
return sb.toString();
}
}
```
2. 在您的项目中添加以下依赖项:
```xml
<dependency>
<groupId>com.google.cloud</groupId>
<artifactId>google-cloud-speech</artifactId>
<version>2.2.0</version>
</dependency>
<dependency>
<groupId>com.google.auth</groupId>
<artifactId>google-auth-library-oauth2-http</artifactId>
<version>0.22.2</version>
</dependency>
```
请注意,您需要替换代码中的“path/to/credentials.json”和“path/to/audio.pcm”为实际的凭据和音频文件路径。
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