I want to know whether i can use speech recognition api of google for my desktop application. I have seen some example in which i have to convert the speech to a file and send to a url. But it will be little cumbersome task because in my application the user have to continuously submit his voice. So is there any other alternative to use google speech api. I am least interested to go with sphinx because its accuracy is very less and i dont know how to add new words in the dictionary and without adding it to dictionary it wont recognize new words. Any help would be appreciated.
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问题:
回答1:
Are you referring to ambient listening? I am actually working on some Voice Activity Detection algorithm with the Google Speech Recognition API. Although I haven't finished the algorithm yet, I've added a volume and frequency calculator so that you don't have to send requests to Google when the person is not talking. Here is the link to the source code.
https://github.com/The-Shadow/java-speech-api
(This isn't what I use, but it's simplistic. You can also add frequency threshold holds and stuff. I threw this code together so no guarantee it will work look at the example branch of the API.)
//package recognitionprocess;
//import org.jaudiotagger.audio.*;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.RandomAccessFile;
import javax.sound.sampled.AudioFileFormat;
import com.darkprograms.speech.recognizer.GoogleResponse;
import com.darkprograms.speech.recognizer.Recognizer;
public class RecognitionMain {
public static void main(String[] args) {
try{
ambientListening();
}
catch(Exception e){
e.printStackTrace();
}
}
private static void ambientListening() throws Exception{
String filename = "tarunaudio.wav";//Your Desired FileName
MicrophoneAnalyzer mic = new MicrophoneAnalyzer(AudioFileFormat.Type.WAVE);
mic.open();
mic.captureAudioToFile(filename);
final int THRESHOLD = 10;//YOUR THRESHOLD VALUE.
int ambientVolume = mic.getAudioVolume();//
int speakingVolume = -2;
boolean speaking = false;
for(int i = 0; i<1||speaking; i++){
int volume = mic.getAudioVolume();
System.out.println(volume);
if(volume>ambientVolume+THRESHOLD){
speakingVolume = volume;
speaking = true;
Thread.sleep(1000);
System.out.println("SPEAKING");
}
if(speaking && volume+THRESHOLD<speakingVolume){
break;
}
Thread.sleep(200);//Your refreshRate
}
mic.close();
//You can also measure the volume across the entire file if you want
//to be resource intensive.
if(!speaking){
ambientListening();
}
Recognizer rec = new Recognizer(Recognizer.Languages.ENGLISH_US);
GoogleResponse out = rec.getRecognizedDataForWave(filename);
System.out.println(out.getResponse());
ambientListening();
}
}