java代码区分wav是人声还是杂音
时间: 2023-05-30 15:04:11 浏览: 82
要区分WAV是人声还是杂音,需要进行音频信号处理。以下是一个简单的Java代码示例,用于检测WAV文件中的人声和杂音:
```java
import java.io.File;
import java.io.IOException;
import javax.sound.sampled.AudioFileFormat;
import javax.sound.sampled.AudioInputStream;
import javax.sound.sampled.AudioSystem;
public class AudioAnalyzer {
public static void main(String[] args) throws IOException {
File file = new File("sample.wav");
AudioInputStream audioInputStream = AudioSystem.getAudioInputStream(file);
AudioFileFormat fileFormat = AudioSystem.getAudioFileFormat(file);
AudioFormat format = fileFormat.getFormat();
int frameSize = format.getFrameSize();
int channels = format.getChannels();
int sampleSizeInBits = format.getSampleSizeInBits();
byte[] buffer = new byte[1024 * frameSize];
int bytesRead = 0;
int totalSamples = 0;
int voiceSamples = 0;
int noiseSamples = 0;
while ((bytesRead = audioInputStream.read(buffer)) != -1) {
for (int i = 0; i < bytesRead; i += frameSize) {
totalSamples++;
// Extract the amplitude of the current sample
int amplitude = 0;
for (int j = 0; j < sampleSizeInBits / 8; j++) {
amplitude |= buffer[i + j] << (8 * j);
}
// Check if the sample is voice or noise
if (amplitude > 10000) {
voiceSamples++;
} else {
noiseSamples++;
}
}
}
double voiceRatio = (double)voiceSamples / totalSamples;
double noiseRatio = (double)noiseSamples / totalSamples;
System.out.println("Voice ratio: " + voiceRatio);
System.out.println("Noise ratio: " + noiseRatio);
}
}
```
该代码读取一个WAV文件,并将其解析为音频信号。然后,它将每个样本的振幅与一个阈值进行比较,以确定该样本是否属于人声或杂音。最后,它计算出音频文件中人声和杂音的比例,并输出结果。
请注意,该代码仅为示例。要进行更准确的音频信号处理,可能需要使用更复杂的算法和技术。