一、文字转语音API介绍
近年来,随着人工智能技术的飞速发展,文字转语音技术也日渐成熟。目前市面上已经出现了许多文字转语音的API,其中最为知名的当属百度AI开放平台、阿里云智能语音等。这些API功能强大、使用方便,且还支持多种语言转换,可以满足各种场景的需求。
二、Java实现API调用
Java作为一种广泛应用于企业开发的编程语言,自然也支持文字转语音API的调用。以百度AI开放平台为例,需要先在官网进行注册、申请API密钥等操作,然后通过Java代码调用接口进行文字转语音。下面是示例代码:
public class BaiduAiService{
public static void main(String[] args) {
String API_KEY = "your_api_key";
String SECRET_KEY = "your_secret_key";
// 初始化一个AipSpeech
AipSpeech client = new AipSpeech(API_KEY, SECRET_KEY);
// 调用接口转换文字为语音
TtsResponse res = client.synthesis("百度AI开放平台,让AI变得简单", "zh", 1, null);
// 将语音转换成文件保存
FileOutputStream fos = new FileOutputStream(new File("out.mp3"));
byte[] bytes = res.getData();
fos.write(bytes, 0, bytes.length);
fos.flush();
fos.close();
}
}
三、Java实现本地语音合成
除了调用文字转语音API外,Java还可以使用本地语音合成技术,也就是使用Java自带的javax.speech
包进行文字合成。该包是Java Speech API的一部分,旨在提供一种用于语音合成及识别的Java标准。下面是示例代码:
import javax.sound.sampled.AudioFileFormat;
import javax.sound.sampled.AudioInputStream;
import javax.sound.sampled.AudioSystem;
import javax.sound.sampled.Clip;
import javax.sound.sampled.DataLine;
import javax.sound.sampled.Mixer;
import javax.sound.sampled.Port;
import javax.sound.sampled.SourceDataLine;
import javax.sound.sampled.TargetDataLine;
import javax.sound.sampled.AudioFormat.Encoding;
import javax.speech.AudioException;
import javax.speech.Central;
import javax.speech.EngineList;
import javax.speech.EngineModeDesc;
import javax.speech.synthesis.SpeechEvent;
import javax.speech.synthesis.SpeechEventAdapter;
import javax.speech.synthesis.Synthesizer;
import javax.speech.synthesis.SynthesizerModeDesc;
public class TTS {
private Synthesizer synthesizer;
public void setText(String text) {
try {
// 获取SynthesizerModeDesc描述类
SynthesizerModeDesc desc = new SynthesizerModeDesc(null, "general", Locale.US, null, null);
// 根据描述类创建Synthesizer对象
synthesizer = Central.createSynthesizer(desc);
// 打开Synthesizer
synthesizer.allocate();
synthesizer.resume();
// 添加监听器
synthesizer.addEngineListener(new CustomSynthesizerListener());
// 将文本输入Synthesizer,并设置语音合成的音量、语速、音调等参数
synthesizer.speak(text, null);
synthesizer.waitEngineState(Synthesizer.QUEUE_EMPTY);
} catch (Exception e) {
e.printStackTrace();
} finally {
if (synthesizer != null)
synthesizer.deallocate();
}
}
/**
* 监听器
*/
private class CustomSynthesizerListener extends SpeechEventAdapter {
@Override
public void processUnknown(SpeechEvent e) {
System.out.println("唤醒:" + e.getSource() + " " + e.getId() + " " + e.getText());
}
}
public static void main(String[] args) {
TTS tts = new TTS();
tts.setText("Java语音合成工具,方便易用,支持多种参数设置");
}
}
四、Java实现语音转文字
除了文字转语音,Java也支持语音转文字功能。相比文字转语音,语音转文字需要更多的算法处理。目前市面上也有很多成熟的语音转文字API,如讯飞开放平台、腾讯AI开放平台等。下面是使用讯飞开放平台API进行语音转文字的示例代码:
public class XunfeiDemo {
private static final String URL = "http://api.xfyun.cn/v1/service/v1/iat";
private static final String APP_ID = "your_app_id";
private static final String API_KEY = "your_api_key";
private static final String API_SECRET = "your_api_secret";
// 音频编码
private static final String AUE = "raw";
// 结果格式
private static final String RESULT_FORMAT = "json";
public static void main(String[] args) throws Exception {
File file = new File("test.pcm");
FileInputStream fis = new FileInputStream(file);
byte[] bytes = new byte[fis.available()];
fis.read(bytes);
fis.close();
String audioBase64 = new BASE64Encoder().encode(bytes);
String curTime = System.currentTimeMillis() / 1000L + "";
String param = "{\"auf\":\"audio/L16;rate=16000\",\"aue\":\"" + AUE + "\",\"voice_name\":\"xiaoyan\",\"engine_type\":\"sms16k\",\"result_format\":\"" + RESULT_FORMAT + "\",\"grammar_list\":\"\",\"extend_params\":\"language=cn|accent=mun\",\"sub\":\"iat\",\"index\":0,\"language\":\"zh_cn\"}";
String paramBase64 = new BASE64Encoder().encode(param.getBytes("UTF-8"));
// 计算请求签名
String checkSum = DigestUtils.md5Hex(API_KEY + curTime + paramBase64).toLowerCase();
CloseableHttpClient httpClient = HttpClients.createDefault();
HttpPost httpPost = new HttpPost(URL);
httpPost.setHeader("Content-Type", "application/x-www-form-urlencoded; charset=utf-8");
httpPost.setHeader("X-CurTime", curTime);
httpPost.setHeader("X-Param", paramBase64);
httpPost.setHeader("X-Appid", APP_ID);
httpPost.setHeader("X-CheckSum", checkSum);
httpPost.setHeader("X-UserAgent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:84.0) Gecko/20100101 Firefox/84.0");
StringEntity reqEntity = new StringEntity("audio=" + URLEncoder.encode(audioBase64, "UTF-8"), "UTF-8");
httpPost.setEntity(reqEntity);
CloseableHttpResponse httpResponse = httpClient.execute(httpPost);
String result = EntityUtils.toString(httpResponse.getEntity(), "UTF-8");
JSONObject jsonObject = JSONObject.parseObject(result);
JSONArray jsonArray = jsonObject.getJSONObject("data").getJSONArray("result");
StringBuilder stringBuilder = new StringBuilder();
for (Object obj : jsonArray) {
stringBuilder.append(obj.toString());
}
System.out.println(stringBuilder.toString());
}
}