本文主要是介绍大模型交互-超拟人合成，希望对大家解决编程问题提供一定的参考价值，需要的开发者们随着小编来一起学习吧！
1、超拟人合成：将文字转化为自然流畅的人声，在实时语音合成的基础上，精准模拟人类的副语言现象，如呼吸、叹气、语速变化等，使得语音不仅流畅自然，更富有情感和生命力。
2、唤醒的持久运行--->合成能力加持（唤醒成功后语音答复：主人 我在）--->调用在线或离线听写能力（建议用讯飞在线效果好）--->识别用户说的语音成文字后发给大模型--->建议调用讯飞星火认知大模型--->获取大模型答案后调用语音合成（合成在线离线均可）进行答案输出。这样就顺利实现了用纯语音与大模型进行交互！
3、在获取大模型答案后调用语音合成（合成在线离线均可）进行答案输出环节，讯飞推出超拟人合成，交互更像真人。
4、通过对大模型返回及时性与合成及时性的结合，逻辑编排使得模拟真人交互成为可能。
5、超拟人合成Java调用示例给大家！
package com.iflytek;import com.google.gson.Gson;
import okhttp3.HttpUrl;
import org.java_websocket.WebSocket;
import org.java_websocket.client.WebSocketClient;
import org.java_websocket.handshake.ServerHandshake;import javax.crypto.Mac;
import javax.crypto.spec.SecretKeySpec;
import java.io.*;
import java.net.URI;
import java.net.URL;
import java.nio.charset.StandardCharsets;
import java.text.SimpleDateFormat;
import java.util.*;/*** 语音合成流式 WebAPI 接口调用示例 接口文档（必看）：https://www.xfyun.cn/doc/tts/online_tts/API.html* 发音人使用方式：登陆开放平台https://www.xfyun.cn/后，到控制台-我的应用-语音合成-添加试用或购买发音人，添加后即显示该发音人参数值* 错误码链接：https://www.xfyun.cn/document/error-code （code返回错误码时必看）* 小语种需要传输小语种文本、使用小语种发音人vcn、tte=unicode以及修改文本编码方式**/
public class WebTtsWs {// 地址与鉴权信息// public static final String hostUrl = "https://tts-api.xfyun.cn/v2/tts"; // 普通合成public static final String hostUrl = "https://cbm01.cn-huabei-1.xf-yun.com/v1/private/medd90fec"; // 超拟人合成// 均到控制台-语音合成页面获取public static final String appid = "";public static final String apiSecret = "";public static final String apiKey = "";// 合成文本public static final String TEXT = "商鞅（约公元前390年—前338年），卫国人，公孙氏，姬姓，名鞅。他是一位重要的战国时期政治家、改革家、思想家和军事家。作为法家派别的代表人物，商鞅积极实行变法。在秦孝公的请求下，他提出并实施了一系列深远影响的改革措施，这被称为“商鞅变法”。这些措施包括废除井田制、重视农业、奖励军功、统一度量衡和建立县制等。虽然在他的领导下，秦国强大并繁荣，但他也因其严苛的法律而饱受争议。总的来说，商鞅是一位影响力深远的历史人物。";// 合成文本编码格式public static final String TTE = "UTF8"; // 小语种必须使用UNICODE编码作为值// 发音人参数。到控制台-我的应用-语音合成-添加试用或购买发音人，添加后即显示该发音人参数值，若试用未添加的发音人会报错11200public static final String VCN = "xiaoyan";// 合成文件名称public static final String OUTPUT_FILE_PATH = "src/main/resources/tts/" + System.currentTimeMillis() + ".pcm";// jsonpublic static final Gson gson = new Gson();public static boolean wsCloseFlag = false;public static long startTime = System.currentTimeMillis();public static long endTime = System.currentTimeMillis();public static boolean ttsWorkingFlag = false;public static void main(String[] args) throws Exception {String wsUrl = getAuthUrl(hostUrl, apiKey, apiSecret).replace("https://", "wss://");OutputStream outputStream = new FileOutputStream(OUTPUT_FILE_PATH);websocketWork(wsUrl, outputStream);}// Websocket方法public static void websocketWork(String wsUrl, OutputStream outputStream) {try {URI uri = new URI(wsUrl);WebSocketClient webSocketClient = new WebSocketClient(uri) {@Overridepublic void onOpen(ServerHandshake serverHandshake) {try { //实时播放Constants.TTS_SOURCE_DATA_LINE.open(Constants.TTS_AUDIO_FORMAT);Constants.TTS_SOURCE_DATA_LINE.start();} catch (Exception e) {e.printStackTrace();}ttsWorkingFlag = true;startTime = System.currentTimeMillis();System.out.println("ws建立连接成功...");}@Overridepublic void onMessage(String text) {System.out.println("返回结果打印：" + text);JsonParse myJsonParse = gson.fromJson(text, JsonParse.class);if (myJsonParse.header.code != 0) {System.out.println("发生错误，错误码为：" + myJsonParse.header.code);System.out.println("本次请求的sid为：" + myJsonParse.header.sid);}/* if (myJsonParse.header.status == 2) {try {outputStream.close();} catch (IOException e) {e.printStackTrace();}endTime = System.currentTimeMillis();System.out.println("本次合成耗时：" + (endTime - startTime) + "ms");System.out.println("本次请求的sid==>" + myJsonParse.header.sid);System.out.println("合成成功，文件保存路径为==>" + OUTPUT_FILE_PATH);// 可以关闭连接，释放资源ttsWorkingFlag = false;wsCloseFlag = true;Constants.TTS_SOURCE_DATA_LINE.stop();Constants.TTS_SOURCE_DATA_LINE.close();}*/if (myJsonParse.payload.audio.audio != null) {try {byte[] textBase64Decode = Base64.getDecoder().decode(myJsonParse.payload.audio.audio);outputStream.write(textBase64Decode);outputStream.flush();} catch (Exception e) {e.printStackTrace();}// 实时播报try {byte[] textBase64Decode = Base64.getDecoder().decode(myJsonParse.payload.audio.audio);/* outputStream.write(textBase64Decode);outputStream.flush();*/if (ttsWorkingFlag) {Constants.TTS_SOURCE_DATA_LINE.write(textBase64Decode, 0, textBase64Decode.length); //实时写音频流// System.err.println("写入");} else {Constants.TTS_SOURCE_DATA_LINE.stop();Constants.TTS_SOURCE_DATA_LINE.close();}} catch (Exception e) {e.printStackTrace();}}}@Overridepublic void onClose(int i, String s, boolean b) {System.out.println("ws链接已关闭，本次请求完成...");}@Overridepublic void onError(Exception e) {if (e.getMessage() != null) {System.out.println("发生错误 " + e.getMessage());}}};// 建立连接webSocketClient.connect();while (!webSocketClient.getReadyState().equals(WebSocket.READYSTATE.OPEN)) {//System.out.println("正在连接...");Thread.sleep(100);}MyThread webSocketThread = new MyThread(webSocketClient);webSocketThread.start();} catch (Exception e) {System.out.println(e.getMessage());}}// 线程来发送音频与参数static class MyThread extends Thread {WebSocketClient webSocketClient;public MyThread(WebSocketClient webSocketClient) {this.webSocketClient = webSocketClient;}public void run() {String requestJson;//请求参数json串try {requestJson = "{\n" + " \"common\": {\n" + " \"app_id\": \"" + appid + "\"\n" + " },\n" + " \"business\": {\n" + " \"aue\": \"raw\",\n" + " \"tte\": \"" + TTE + "\",\n" + " \"ent\": \"intp65\",\n" + " \"vcn\": \"" + VCN + "\",\n" + " \"pitch\": 50,\n" + " \"speed\": 50\n" + " },\n" + " \"data\": {\n" + " \"status\": 2,\n" + " \"text\": \"" + Base64.getEncoder().encodeToString(TEXT.getBytes(StandardCharsets.UTF_8)) + "\"\n" +//" \"text\": \"" + Base64.getEncoder().encodeToString(TEXT.getBytes("UTF-16LE")) + "\"\n" +" }\n" + "}";requestJson = "{\n" + " \"header\": {\n" + " \"app_id\": \"" + appid + "\",\n" + " \"status\": 0\n" + " },\n" + " \"parameter\": {\n" + " \"oral\": {\n" + " \"spark_assist\": 1,\n" + " \"oral_level\": \"mid\"\n" + " },\n" + " \"tts\": {\n" + " \"vcn\": \"x4_lingxiaoxuan_oral\",\n" + " \"speed\": 50,\n" + " \"volume\": 50,\n" + " \"pitch\": 50,\n" + " \"bgs\": 0,\n" + " \"reg\": 0,\n" + " \"rdn\": 0,\n" + " \"rhy\": 0,\n" + " \"scn\": 0,\n" + " \"version\": 0,\n" + " \"L5SilLen\": 1000,\n" + " \"ParagraphSilLen\": 0,\n" + " \"audio\": {\n" + " \"encoding\": \"raw\",\n" + " \"sample_rate\": 16000,\n" + " \"channels\": 1,\n" + " \"bit_depth\": 16,\n" + " \"frame_size\": 0\n" + " },\n" + " \"pybuf\": {\n" + " \"encoding\": \"utf8\",\n" + " \"compress\": \"raw\",\n" + " \"format\": \"plain\"\n" + " }\n" + " }\n" + " },\n" + " \"payload\": {\n" + " \"text\": {\n" + " \"encoding\": \"utf8\",\n" + " \"compress\": \"raw\",\n" + " \"format\": \"json\",\n" + " \"status\": 0,\n" + " \"seq\": 0,\n" + " \"text\": \"" + Base64.getEncoder().encodeToString(TEXT.getBytes(StandardCharsets.UTF_8)) + "\"\n" + " },\n" + " \"user_text\": {\n" + " \"encoding\": \"utf8\",\n" + " \"compress\": \"raw\",\n" + " \"format\": \"json\",\n" + " \"status\": 0,\n" + " \"seq\": 0,\n" + " \"text\": \"" + Base64.getEncoder().encodeToString(TEXT.getBytes(StandardCharsets.UTF_8)) + "\"\n" + " }\n" + " }\n" + "}";System.err.println(requestJson);webSocketClient.send(requestJson);// 等待服务端返回完毕后关闭while (!wsCloseFlag) {Thread.sleep(200);}webSocketClient.close();} catch (Exception e) {e.printStackTrace();}}}// 鉴权方法public static String getAuthUrl(String hostUrl, String apiKey, String apiSecret) throws Exception {URL url = new URL(hostUrl);// 时间SimpleDateFormat format = new SimpleDateFormat("EEE, dd MMM yyyy HH:mm:ss z", Locale.US);format.setTimeZone(TimeZone.getTimeZone("GMT"));String date = format.format(new Date());// 拼接String preStr = "host: " + url.getHost() + "\n" + "date: " + date + "\n" + "GET " + url.getPath() + " HTTP/1.1";//System.out.println(preStr);// SHA256加密Mac mac = Mac.getInstance("hmacsha256");SecretKeySpec spec = new SecretKeySpec(apiSecret.getBytes(StandardCharsets.UTF_8), "hmacsha256");mac.init(spec);byte[] hexDigits = mac.doFinal(preStr.getBytes(StandardCharsets.UTF_8));// Base64加密String sha = Base64.getEncoder().encodeToString(hexDigits);// 拼接String authorization = String.format("api_key=\"%s\", algorithm=\"%s\", headers=\"%s\", signature=\"%s\"", apiKey, "hmac-sha256", "host date request-line", sha);// 拼接地址HttpUrl httpUrl = Objects.requireNonNull(HttpUrl.parse("https://" + url.getHost() + url.getPath())).newBuilder().//addQueryParameter("authorization", Base64.getEncoder().encodeToString(authorization.getBytes(StandardCharsets.UTF_8))).//addQueryParameter("date", date).//addQueryParameter("host", url.getHost()).//build();return httpUrl.toString();}//返回的json结果拆解class JsonParse {Header header;Payload payload;}class Header {int code;String sid;int status;}class Payload {Audio audio;}class Audio {String audio;int seq;}
}
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