I have a problem counting voice input frequency from the audio input of my microphone. Can anyone help me with this?
I'm supposed to get an audio input from my microphone and count its frequency.
This is my code just to show how I did it; and if anyone can identify a faulty implementation.
package STLMA;
/*
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* and open the template in the editor.
*/
/**
*
* @author CATE GABRIELLE
*/
import java.io.*;
import javax.sound.sampled.*;
public class SpeechDetection {
boolean stopCapture = false;
ByteArrayOutputStream byteArrayOutputStream;
TargetDataLine targetDataLine; // This is the object that acquires data from
// the microphone and delivers it to the program
// the declaration of three instance variables used to create a SourceDataLine
// object that feeds data to the speakers on playback
AudioFormat audioFormat;
AudioInputStream audioInputStream;
SourceDataLine sourceDataLine;
double voiceFreq = 0;
FileOutputStream fout;
AudioFileFormat.Type fileType;
public static String closestSpeaker;
public SpeechDetection(){
captureAudio();
}
private void captureAudio(){
try{
audioFormat = getAudioFormat();
DataLine.Info dataLineInfo = new
DataLine.Info(TargetDataLine.class,audioFormat);
// object that describes the data line that we need to handle the acquisition
// of the audio data from the microphone. The first parameter makes the audio
// data readable
targetDataLine = (TargetDataLine)AudioSystem.getLine(dataLineInfo);
// object to handle data acquisition
targetDataLine.open(audioFormat);
//from the microphone that matches
targetDataLine.start();
// the information encapsulated in the DataLine.Info object
Thread captureThread = new Thread(new CaptureThread());
captureThread.start();
} catch (Exception e) {
System.out.println(e);
System.exit(0);
}
}
private AudioFormat getAudioFormat(){
float sampleRate = 8000.0F; // The number of samples that will be acquired
//8000,11025,16000,22050,44100 each second for each channel of audio data.
int sampleSizeInBits = 16; //The number of bits that will be used to
//8,16 describe the value of each audio sample.
int channels = 1; // Two channels for stereo, and one channel for mono.
//1,2
boolean signed = true; // Whether the description of each audio sample
//true,false
//consists of both positive and negative values, or positive values only.
boolean bigEndian = false;
//true,false
return new AudioFormat(sampleRate,sampleSizeInBits,channels,signed,bigEndian);
}
//Inner class to capture data from microphone
class CaptureThread extends Thread {
byte tempBuffer[] = new byte[8000];
// byte buffer variable to contain the raw audio data
int countzero;
// counter variable to count the number of zero's
short convert[] = new short[tempBuffer.length];
// short variable that is appropriate to
// collect the audio input for porcessing
// public void start(){
// Thread voices = new Thread(this);
// voices.start();
// }
@Override
public void run(){
// a continuous thread to process the continuous audio input
byteArrayOutputStream = new ByteArrayOutputStream(); // the object to write the
// raw audio input to the byte buffer variable
stopCapture = false;
try{
while(!stopCapture){
int cnt = targetDataLine.read(tempBuffer,0,tempBuffer.length);
// reads the raw audio input
// and returns the number of bytes actually read
byteArrayOutputStream.write(tempBuffer, 0, cnt);
// writing the number of bytes read to the
// container
try{
countzero = 0;
for(int i=0; i < tempBuffer.length; i++){
// the loop that stores the whole audio data
convert[i] = tempBuffer[i];
// to the convert variable which is a short data type,
if(convert[i] == 0){countzero++;}
// then counts the number of zero's
}
voiceFreq = (countzero/2)+1;
// calculates the number of frequency and
// stores to the voiceFreq variable
if(voiceFreq>=80 && voiceFreq<=350)
System.out.println("Voice"+voiceFreq);
else
System.out.println("Unvoice"+voiceFreq);
}catch(StringIndexOutOfBoundsException e)
{System.out.println(e.getMessage());}
Thread.sleep(0);
}
byteArrayOutputStream.close();
}catch (Exception e) {
System.out.println(e);
System.exit(0);
}
}
}
public static void main(String [] args){
SpeechDetection voiceDetector1 = new SpeechDetection();
// voiceDetector1.setSize(300,100);
// voiceDetector1.setDefaultCloseOperation(EXIT_ON_CLOSE);
// voiceDetector1.setVisible(true);
}
}
by the way, "voiceFreq" stands for voice frequency. My goal here is to know if the input is a voice or a noise. I hope someone could help me with my problem. Thank you and a happy New Year.
