SSML 與 LaTeX

using System.Net.WebSockets;
using System.Text;
using System.Text.Json;

// SSML功能說明：
//     1. 在發送run-task指令時，將參數enable_ssml設定為true，以開啟SSML支援
//     2. 通過continue-task指令發送包含SSML的文本，且只允許發送一次continue-task指令
//     3. 只有cosyvoice-v3-flash、cosyvoice-v3-plus和cosyvoice-v2模型的複刻音色以及音色列表中標記為支援SSML的系統音色支援SSML功能（例如cosyvoice-v3-flash模型的longanyang音色）
class Program {
    // 新加坡和北京地區的API Key不同。擷取API Key：https://www.alibabacloud.com/help/zh/model-studio/get-api-key
    // 若沒有配置環境變數，請用百鍊API Key將下行替換為：private static readonly string ApiKey = "sk-xxx"
    private static readonly string ApiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY") ?? throw new InvalidOperationException("DASHSCOPE_API_KEY environment variable is not set.");

    // 以下為新加坡地區URL，調用時請將WorkspaceId替換為真實的業務空間ID，各地區的URL不同。
    private const string WebSocketUrl = "wss://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api-ws/v1/inference/";
    // 輸出檔案路徑
    private const string OutputFilePath = "output.mp3";

    // WebSocket用戶端
    private static ClientWebSocket _webSocket = new ClientWebSocket();
    // 取消令牌源
    private static CancellationTokenSource _cancellationTokenSource = new CancellationTokenSource();
    // 任務ID
    private static string? _taskId;
    // 任務是否已啟動
    private static TaskCompletionSource<bool> _taskStartedTcs = new TaskCompletionSource<bool>();

    static async Task Main(string[] args) {
        try {
            // 清空輸出檔案
            ClearOutputFile(OutputFilePath);

            // 串連WebSocket服務
            await ConnectToWebSocketAsync(WebSocketUrl);

            // 啟動接收訊息的任務
            Task receiveTask = ReceiveMessagesAsync();

            // 發送run-task指令
            _taskId = GenerateTaskId();
            await SendRunTaskCommandAsync(_taskId);

            // 等待task-started事件
            await _taskStartedTcs.Task;

            // 發送 continue-task 指令，使用SSML功能時，該指令只允許發送一次
            // 特殊字元需要進行轉義
            await SendContinueTaskCommandAsync("<speak rate=\"2\">我的語速比正常人快。</speak>");

            // 發送finish-task指令
            await SendFinishTaskCommandAsync(_taskId);

            // 等待接收任務完成
            await receiveTask;

            Console.WriteLine("任務完成，串連已關閉。");
        } catch (OperationCanceledException) {
            Console.WriteLine("任務被取消。");
        } catch (Exception ex) {
            Console.WriteLine($"發生錯誤：{ex.Message}");
        } finally {
            _cancellationTokenSource.Cancel();
            _webSocket.Dispose();
        }
    }

    private static void ClearOutputFile(string filePath) {
        if (File.Exists(filePath)) {
            File.WriteAllText(filePath, string.Empty);
            Console.WriteLine("輸出檔案已清空。");
        } else {
            Console.WriteLine("輸出檔案不存在，無需清空。");
        }
    }

    private static async Task ConnectToWebSocketAsync(string url) {
        var uri = new Uri(url);
        if (_webSocket.State == WebSocketState.Connecting || _webSocket.State == WebSocketState.Open) {
            return;
        }

        // 設定WebSocket串連的頭部資訊
        _webSocket.Options.SetRequestHeader("Authorization", $"bearer {ApiKey}");
        _webSocket.Options.SetRequestHeader("X-DashScope-DataInspection", "enable");

        try {
            await _webSocket.ConnectAsync(uri, _cancellationTokenSource.Token);
            Console.WriteLine("已成功串連到WebSocket服務。");
        } catch (OperationCanceledException) {
            Console.WriteLine("WebSocket串連被取消。");
        } catch (Exception ex) {
            Console.WriteLine($"WebSocket串連失敗: {ex.Message}");
            throw;
        }
    }

    private static async Task SendRunTaskCommandAsync(string taskId) {
        var command = CreateCommand("run-task", taskId, "duplex", new {
            task_group = "audio",
            task = "tts",
            function = "SpeechSynthesizer",
            model = "cosyvoice-v3-flash",
            parameters = new
            {
                text_type = "PlainText",
                voice = "longanyang",
                format = "mp3",
                sample_rate = 22050,
                volume = 50,
                rate = 1,
                pitch = 1,
                // 如果enable_ssml設為true，只允許發送一次continue-task指令，否則會報錯“Text request limit violated, expected 1.”
                enable_ssml = true
            },
            input = new { }
        });

        await SendJsonMessageAsync(command);
        Console.WriteLine("已發送run-task指令。");
    }

    private static async Task SendContinueTaskCommandAsync(string text) {
        if (_taskId == null) {
            throw new InvalidOperationException("任務ID未初始化。");
        }

        var command = CreateCommand("continue-task", _taskId, "duplex", new {
            input = new {
                text
            }
        });

        await SendJsonMessageAsync(command);
        Console.WriteLine("已發送continue-task指令。");
    }

    private static async Task SendFinishTaskCommandAsync(string taskId) {
        var command = CreateCommand("finish-task", taskId, "duplex", new {
            input = new { }
        });

        await SendJsonMessageAsync(command);
        Console.WriteLine("已發送finish-task指令。");
    }

    private static async Task SendJsonMessageAsync(string message) {
        var buffer = Encoding.UTF8.GetBytes(message);
        try {
            await _webSocket.SendAsync(new ArraySegment<byte>(buffer), WebSocketMessageType.Text, true, _cancellationTokenSource.Token);
        } catch (OperationCanceledException) {
            Console.WriteLine("訊息發送被取消。");
        }
    }

    private static async Task ReceiveMessagesAsync() {
        while (_webSocket.State == WebSocketState.Open) {
            var response = await ReceiveMessageAsync();
            if (response != null) {
                var eventStr = response.RootElement.GetProperty("header").GetProperty("event").GetString();
                switch (eventStr) {
                    case "task-started":
                        Console.WriteLine("任務已啟動。");
                        _taskStartedTcs.TrySetResult(true);
                        break;
                    case "task-finished":
                        Console.WriteLine("任務已完成。");
                        _cancellationTokenSource.Cancel();
                        break;
                    case "task-failed":
                        Console.WriteLine("任務失敗：" + response.RootElement.GetProperty("header").GetProperty("error_message").GetString());
                        _cancellationTokenSource.Cancel();
                        break;
                    default:
                        // result-generated可在此處理
                        break;
                }
            }
        }
    }

    private static async Task<JsonDocument?> ReceiveMessageAsync() {
        var buffer = new byte[1024 * 4];
        var segment = new ArraySegment<byte>(buffer);

        try {
            WebSocketReceiveResult result = await _webSocket.ReceiveAsync(segment, _cancellationTokenSource.Token);

            if (result.MessageType == WebSocketMessageType.Close) {
                await _webSocket.CloseAsync(WebSocketCloseStatus.NormalClosure, "Closing", _cancellationTokenSource.Token);
                return null;
            }

            if (result.MessageType == WebSocketMessageType.Binary) {
                // 處理位元據
                Console.WriteLine("接收到位元據...");

                // 將位元據儲存到檔案
                using (var fileStream = new FileStream(OutputFilePath, FileMode.Append)) {
                    fileStream.Write(buffer, 0, result.Count);
                }

                return null;
            }

            string message = Encoding.UTF8.GetString(buffer, 0, result.Count);
            return JsonDocument.Parse(message);
        } catch (OperationCanceledException) {
            Console.WriteLine("訊息接收被取消。");
            return null;
        }
    }

    private static string GenerateTaskId() {
        return Guid.NewGuid().ToString("N").Substring(0, 32);
    }

    private static string CreateCommand(string action, string taskId, string streaming, object payload) {
        var command = new {
            header = new {
                action,
                task_id = taskId,
                streaming
            },
            payload
        };

        return JsonSerializer.Serialize(command);
    }
}

<!-- SSML功能說明： -->
<!--     1. 在發送run-task指令時，將參數enable_ssml設定為true，以開啟SSML支援 -->
<!--     2. 通過continue-task指令發送包含SSML的文本，且只允許發送一次continue-task指令 -->
<!--     3. 只有cosyvoice-v3-flash、cosyvoice-v3-plus和cosyvoice-v2模型的複刻音色以及音色列表中標記為支援SSML的系統音色支援SSML功能（例如cosyvoice-v3-flash模型的longanyang音色） -->

<?php

require __DIR__ . '/vendor/autoload.php';

use Ratchet\Client\Connector;
use React\EventLoop\Loop;
use React\Socket\Connector as SocketConnector;

// 新加坡和北京地區的API Key不同。擷取API Key：https://www.alibabacloud.com/help/zh/model-studio/get-api-key
// 若沒有配置環境變數，請用百鍊API Key將下行替換為：$api_key = "sk-xxx"
$api_key = getenv("DASHSCOPE_API_KEY");
// 以下為新加坡地區URL，調用時請將WorkspaceId替換為真實的業務空間ID，各地區的URL不同。
$websocket_url = 'wss://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api-ws/v1/inference/'; // WebSocket伺服器位址
$output_file = 'output.mp3'; // 輸出檔案路徑

$loop = Loop::get();

if (file_exists($output_file)) {
    // 清空檔案內容
    file_put_contents($output_file, '');
}

// 建立自訂的連接器
$socketConnector = new SocketConnector($loop, [
    'tcp' => [
        'bindto' => '0.0.0.0:0',
    ],
    'tls' => [
        'verify_peer' => false,
        'verify_peer_name' => false,
    ],
]);

$connector = new Connector($loop, $socketConnector);

$headers = [
    'Authorization' => 'bearer ' . $api_key,
    'X-DashScope-DataInspection' => 'enable'
];

$connector($websocket_url, [], $headers)->then(function ($conn) use ($loop, $output_file) {
    echo "串連到WebSocket伺服器\n";

    // 產生任務ID
    $taskId = generateTaskId();

    // 發送 run-task 指令
    sendRunTaskMessage($conn, $taskId);

    // 定義發送 continue-task 指令的函數
    $sendContinueTask = function() use ($conn, $loop, $taskId) {
        // 發送 continue-task 指令，使用SSML功能時，該指令只允許發送一次
        $continueTaskMessage = json_encode([
            "header" => [
                "action" => "continue-task",
                "task_id" => $taskId,
                "streaming" => "duplex"
            ],
            "payload" => [
                "input" => [
                    // 特殊字元需要進行轉義
                    "text" => "<speak rate=\"2\">我的語速比正常人快。</speak>"
                ]
            ]
        ]);
        $conn->send($continueTaskMessage);

        // 發送 finish-task 指令
        sendFinishTaskMessage($conn, $taskId);
    };

    // 標記是否收到 task-started 事件
    $taskStarted = false;

    // 監聽訊息
    $conn->on('message', function($msg) use ($conn, $sendContinueTask, $loop, &$taskStarted, $taskId, $output_file) {
        if ($msg->isBinary()) {
            // 寫入位元據到本地檔案
            file_put_contents($output_file, $msg->getPayload(), FILE_APPEND);
        } else {
            // 處理非二進位訊息
            $response = json_decode($msg, true);

            if (isset($response['header']['event'])) {
                handleEvent($conn, $response, $sendContinueTask, $loop, $taskId, $taskStarted);
            } else {
                echo "未知的訊息格式\n";
            }
        }
    });

    // 監聽串連關閉
    $conn->on('close', function($code = null, $reason = null) {
        echo "串連已關閉\n";
        if ($code !== null) {
            echo "關閉代碼: " . $code . "\n";
        }
        if ($reason !== null) {
            echo "關閉原因：" . $reason . "\n";
        }
    });
}, function ($e) {
    echo "無法串連：{$e->getMessage()}\n";
});

$loop->run();

/**
 * 產生任務ID
 * @return string
 */
function generateTaskId(): string {
    return bin2hex(random_bytes(16));
}

/**
 * 發送 run-task 指令
 * @param $conn
 * @param $taskId
 */
function sendRunTaskMessage($conn, $taskId) {
    $runTaskMessage = json_encode([
        "header" => [
            "action" => "run-task",
            "task_id" => $taskId,
            "streaming" => "duplex"
        ],
        "payload" => [
            "task_group" => "audio",
            "task" => "tts",
            "function" => "SpeechSynthesizer",
            "model" => "cosyvoice-v3-flash",
            "parameters" => [
                "text_type" => "PlainText",
                "voice" => "longanyang",
                "format" => "mp3",
                "sample_rate" => 22050,
                "volume" => 50,
                "rate" => 1,
                "pitch" => 1,
                // 如果enable_ssml設為true，只允許發送一次continue-task指令，否則會報錯“Text request limit violated, expected 1.”
                "enable_ssml" => true
            ],
            "input" => (object) []
        ]
    ]);
    echo "準備發送run-task指令: " . $runTaskMessage . "\n";
    $conn->send($runTaskMessage);
    echo "run-task指令已發送\n";
}

/**
 * 讀取音頻檔案
 * @param string $filePath
 * @return bool|string
 */
function readAudioFile(string $filePath) {
    $voiceData = file_get_contents($filePath);
    if ($voiceData === false) {
        echo "無法讀取音頻檔案\n";
    }
    return $voiceData;
}

/**
 * 分割音頻資料
 * @param string $data
 * @param int $chunkSize
 * @return array
 */
function splitAudioData(string $data, int $chunkSize): array {
    return str_split($data, $chunkSize);
}

/**
 * 發送 finish-task 指令
 * @param $conn
 * @param $taskId
 */
function sendFinishTaskMessage($conn, $taskId) {
    $finishTaskMessage = json_encode([
        "header" => [
            "action" => "finish-task",
            "task_id" => $taskId,
            "streaming" => "duplex"
        ],
        "payload" => [
            "input" => (object) []
        ]
    ]);
    echo "準備發送finish-task指令: " . $finishTaskMessage . "\n";
    $conn->send($finishTaskMessage);
    echo "finish-task指令已發送\n";
}

/**
 * 處理事件
 * @param $conn
 * @param $response
 * @param $sendContinueTask
 * @param $loop
 * @param $taskId
 * @param $taskStarted
 */
function handleEvent($conn, $response, $sendContinueTask, $loop, $taskId, &$taskStarted) {
    switch ($response['header']['event']) {
        case 'task-started':
            echo "任務開始，發送continue-task指令...\n";
            $taskStarted = true;
            // 發送 continue-task 指令
            $sendContinueTask();
            break;
        case 'result-generated':
            // 忽略result-generated事件
            break;
        case 'task-finished':
            echo "任務完成\n";
            $conn->close();
            break;
        case 'task-failed':
            echo "任務失敗\n";
            echo "錯誤碼：" . $response['header']['error_code'] . "\n";
            echo "錯誤資訊：" . $response['header']['error_message'] . "\n";
            $conn->close();
            break;
        case 'error':
            echo "錯誤：" . $response['payload']['message'] . "\n";
            break;
        default:
            echo "未知事件：" . $response['header']['event'] . "\n";
            break;
    }

    // 如果任務已完成，關閉串連
    if ($response['header']['event'] == 'task-finished') {
        // 等待1秒以確保所有資料都已傳輸完畢
        $loop->addTimer(1, function() use ($conn) {
            $conn->close();
            echo "用戶端關閉串連\n";
        });
    }

    // 如果沒有收到 task-started 事件，關閉串連
    if (!$taskStarted && in_array($response['header']['event'], ['task-failed', 'error'])) {
        $conn->close();
    }
}

// SSML功能說明：
//     1. 在發送run-task指令時，將參數enable_ssml設定為true，以開啟SSML支援
//     2. 通過continue-task指令發送包含SSML的文本，且只允許發送一次continue-task指令
//     3. 只有cosyvoice-v3-flash、cosyvoice-v3-plus和cosyvoice-v2模型的複刻音色以及音色列表中標記為支援SSML的系統音色支援SSML功能（例如cosyvoice-v3-flash模型的longanyang音色）

import fs from 'fs';
import WebSocket from 'ws';
import { v4 as uuid } from 'uuid'; // 用於產生UUID

// 新加坡和北京地區的API Key不同。擷取API Key：https://www.alibabacloud.com/help/zh/model-studio/get-api-key
// 若沒有配置環境變數，請用百鍊API Key將下行替換為：const apiKey = "sk-xxx"
const apiKey = process.env.DASHSCOPE_API_KEY;
// 以下為新加坡地區URL，調用時請將WorkspaceId替換為真實的業務空間ID，各地區的URL不同。
const url = 'wss://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api-ws/v1/inference/';
// 輸出檔案路徑
const outputFilePath = 'output.mp3';

// 清空輸出檔案
fs.writeFileSync(outputFilePath, '');

// 建立WebSocket用戶端
const ws = new WebSocket(url, {
  headers: {
    Authorization: `bearer ${apiKey}`,
    'X-DashScope-DataInspection': 'enable'
  }
});

let taskStarted = false;
let taskId = uuid();

ws.on('open', () => {
  console.log('已串連到WebSocket伺服器');

  // 發送run-task指令
  const runTaskMessage = JSON.stringify({
    header: {
      action: 'run-task',
      task_id: taskId,
      streaming: 'duplex'
    },
    payload: {
      task_group: 'audio',
      task: 'tts',
      function: 'SpeechSynthesizer',
      model: 'cosyvoice-v3-flash',
      parameters: {
        text_type: 'PlainText',
        voice: 'longanyang', // 音色
        format: 'mp3', // 音頻格式
        sample_rate: 22050, // 採樣率
        volume: 50, // 音量
        rate: 1, // 語速
        pitch: 1, // 音調
        enable_ssml: true // 是否開啟SSML功能。如果enable_ssml設為true，只允許發送一次continue-task指令，否則會報錯“Text request limit violated, expected 1.”
      },
      input: {}
    }
  });
  ws.send(runTaskMessage);
  console.log('已發送run-task訊息');
});

const fileStream = fs.createWriteStream(outputFilePath, { flags: 'a' });
ws.on('message', (data, isBinary) => {
  if (isBinary) {
    // 寫入位元據到檔案
    fileStream.write(data);
  } else {
    const message = JSON.parse(data);

    switch (message.header.event) {
      case 'task-started':
        taskStarted = true;
        console.log('任務已開始');
        // 發送continue-task指令
        sendContinueTasks(ws);
        break;
      case 'task-finished':
        console.log('任務已完成');
        ws.close();
        fileStream.end(() => {
          console.log('檔案流已關閉');
        });
        break;
      case 'task-failed':
        console.error('任務失敗：', message.header.error_message);
        ws.close();
        fileStream.end(() => {
          console.log('檔案流已關閉');
        });
        break;
      default:
        // 可以在這裡處理result-generated
        break;
    }
  }
});

function sendContinueTasks(ws) {

  if (taskStarted) {
    // 發送 continue-task 指令，使用SSML功能時，該指令只允許發送一次
    const continueTaskMessage = JSON.stringify({
      header: {
        action: 'continue-task',
        task_id: taskId,
        streaming: 'duplex'
      },
      payload: {
        input: {
          // 特殊字元需要進行轉義
          text: '<speak rate="2">我的語速比正常人快。</speak>'
        }
      }
    });
    ws.send(continueTaskMessage);

    // 發送finish-task指令
    const finishTaskMessage = JSON.stringify({
      header: {
        action: 'finish-task',
        task_id: taskId,
        streaming: 'duplex'
      },
      payload: {
        input: {}
      }
    });
    ws.send(finishTaskMessage);
  }
}

ws.on('close', () => {
  console.log('已斷開與WebSocket伺服器的串連');
});

import com.fasterxml.jackson.databind.ObjectMapper;

import org.java_websocket.client.WebSocketClient;
import org.java_websocket.handshake.ServerHandshake;

import java.io.FileOutputStream;
import java.io.IOException;
import java.net.URI;
import java.nio.ByteBuffer;
import java.util.*;

/**
 * SSML功能說明：
 *     1. 在發送run-task指令時，將參數enable_ssml設定為true，以開啟SSML支援
 *     2. 通過continue-task指令發送包含SSML的文本，且只允許發送一次continue-task指令
 *     3. 只有cosyvoice-v3-flash、cosyvoice-v3-plus和cosyvoice-v2模型的複刻音色以及音色列表中標記為支援SSML的系統音色支援SSML功能（例如cosyvoice-v3-flash模型的longanyang音色）
 */
public class TTSWebSocketClient extends WebSocketClient {
    private final String taskId = UUID.randomUUID().toString();
    private final String outputFile = "output_" + System.currentTimeMillis() + ".mp3";
    private boolean taskFinished = false;

    public TTSWebSocketClient(URI serverUri, Map<String, String> headers) {
        super(serverUri, headers);
    }

    @Override
    public void onOpen(ServerHandshake serverHandshake) {
        System.out.println("串連成功");

        // 發送run-task指令
        // 如果enable_ssml設為true，只允許發送一次continue-task指令，否則會報錯“Text request limit violated, expected 1.”
        String runTaskCommand = "{ \"header\": { \"action\": \"run-task\", \"task_id\": \"" + taskId + "\", \"streaming\": \"duplex\" }, \"payload\": { \"task_group\": \"audio\", \"task\": \"tts\", \"function\": \"SpeechSynthesizer\", \"model\": \"cosyvoice-v3-flash\", \"parameters\": { \"text_type\": \"PlainText\", \"voice\": \"longanyang\", \"format\": \"mp3\", \"sample_rate\": 22050, \"volume\": 50, \"rate\": 1, \"pitch\": 1, \"enable_ssml\": true }, \"input\": {} }}";
        send(runTaskCommand);
    }

    @Override
    public void onMessage(String message) {
        System.out.println("收到服務端返回的訊息：" + message);
        try {
            // Parse JSON message
            Map<String, Object> messageMap = new ObjectMapper().readValue(message, Map.class);

            if (messageMap.containsKey("header")) {
                Map<String, Object> header = (Map<String, Object>) messageMap.get("header");

                if (header.containsKey("event")) {
                    String event = (String) header.get("event");

                    if ("task-started".equals(event)) {
                        System.out.println("收到服務端返回的task-started事件");

                        // 發送 continue-task 指令，使用SSML功能時，該指令只允許發送一次
                        // 特殊字元需要進行轉義
                        sendContinueTask("<speak rate=\\\"2\\\">我的語速比正常人快。</speak>");

                        // 發送finish-task指令
                        sendFinishTask();
                    } else if ("task-finished".equals(event)) {
                        System.out.println("收到服務端返回的task-finished事件");
                        taskFinished = true;
                        closeConnection();
                    } else if ("task-failed".equals(event)) {
                        System.out.println("任務失敗：" + message);
                        closeConnection();
                    }
                }
            }
        } catch (Exception e) {
            System.err.println("出現異常：" + e.getMessage());
        }
    }

    @Override
    public void onMessage(ByteBuffer message) {
        System.out.println("收到的二進位音頻資料大小為：" + message.remaining());

        try (FileOutputStream fos = new FileOutputStream(outputFile, true)) {
            byte[] buffer = new byte[message.remaining()];
            message.get(buffer);
            fos.write(buffer);
            System.out.println("音頻資料已寫入本地檔案" + outputFile + "中");
        } catch (IOException e) {
            System.err.println("音頻資料寫入本地檔案失敗：" + e.getMessage());
        }
    }

    @Override
    public void onClose(int code, String reason, boolean remote) {
        System.out.println("串連關閉：" + reason + " (" + code + ")");
    }

    @Override
    public void onError(Exception ex) {
        System.err.println("報錯：" + ex.getMessage());
        ex.printStackTrace();
    }

    private void sendContinueTask(String text) {
        String command = "{ \"header\": { \"action\": \"continue-task\", \"task_id\": \"" + taskId + "\", \"streaming\": \"duplex\" }, \"payload\": { \"input\": { \"text\": \"" + text + "\" } }}";
        send(command);
    }

    private void sendFinishTask() {
        String command = "{ \"header\": { \"action\": \"finish-task\", \"task_id\": \"" + taskId + "\", \"streaming\": \"duplex\" }, \"payload\": { \"input\": {} }}";
        send(command);
    }

    private void closeConnection() {
        if (!isClosed()) {
            close();
        }
    }

    public static void main(String[] args) {
        try {
            // 新加坡和北京地區的API Key不同。擷取API Key：https://www.alibabacloud.com/help/zh/model-studio/get-api-key
            // 若沒有配置環境變數，請用百鍊API Key將下行替換為：String apiKey = "sk-xxx"
            String apiKey = System.getenv("DASHSCOPE_API_KEY");
            if (apiKey == null || apiKey.isEmpty()) {
                System.err.println("請設定 DASHSCOPE_API_KEY 環境變數");
                return;
            }

            Map<String, String> headers = new HashMap<>();
            headers.put("Authorization", "bearer " + apiKey);
            // 以下為新加坡地區URL，調用時請將WorkspaceId替換為真實的業務空間ID，各地區的URL不同。
            TTSWebSocketClient client = new TTSWebSocketClient(new URI("wss://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api-ws/v1/inference/"), headers);

            client.connect();

            while (!client.isClosed() && !client.taskFinished) {
                Thread.sleep(1000);
            }
        } catch (Exception e) {
            System.err.println("串連WebSocket服務失敗：" + e.getMessage());
            e.printStackTrace();
        }
    }
}

# SSML功能說明：
#     1. 在發送run-task指令時，將參數enable_ssml設定為true，以開啟SSML支援
#     2. 通過continue-task指令發送包含SSML的文本，且只允許發送一次continue-task指令
#     3. 只有cosyvoice-v3-flash、cosyvoice-v3-plus和cosyvoice-v2模型的複刻音色以及音色列表中標記為支援SSML的系統音色支援SSML功能（例如cosyvoice-v3-flash模型的longanyang音色）

import websocket
import json
import uuid
import os
import time

class TTSClient:
    def __init__(self, api_key, uri):
        """
    初始化 TTSClient 執行個體

    參數:
        api_key (str): 鑒權用的 API Key
        uri (str): WebSocket 服務地址
    """
        self.api_key = api_key  # 替換為你的 API Key
        self.uri = uri  # 替換為你的 WebSocket 地址
        self.task_id = str(uuid.uuid4())  # 產生唯一任務 ID
        self.output_file = f"output_{int(time.time())}.mp3"  # 輸出音頻檔案路徑
        self.ws = None  # WebSocketApp 執行個體
        self.task_started = False  # 是否收到 task-started
        self.task_finished = False  # 是否收到 task-finished / task-failed

    def on_open(self, ws):
        """
    WebSocket 串連建立時回呼函數
    發送 run-task 指令開啟語音合成任務
    """
        print("WebSocket 已串連")

        # 構造 run-task 指令
        run_task_cmd = {
            "header": {
                "action": "run-task",
                "task_id": self.task_id,
                "streaming": "duplex"
            },
            "payload": {
                "task_group": "audio",
                "task": "tts",
                "function": "SpeechSynthesizer",
                "model": "cosyvoice-v3-flash",
                "parameters": {
                    "text_type": "PlainText",
                    "voice": "longanyang",
                    "format": "mp3",
                    "sample_rate": 22050,
                    "volume": 50,
                    "rate": 1,
                    "pitch": 1,
                    # 如果enable_ssml設為True，只允許發送一次continue-task指令，否則會報錯“Text request limit violated, expected 1.”
                    "enable_ssml": True
                },
                "input": {}
            }
        }

        # 發送 run-task 指令
        ws.send(json.dumps(run_task_cmd))
        print("已發送 run-task 指令")

    def on_message(self, ws, message):
        """
    接收到訊息時的回呼函數
    區分文本和二進位訊息處理
    """
        if isinstance(message, str):
            # 處理 JSON 簡訊
            try:
                msg_json = json.loads(message)
                print(f"收到 JSON 訊息: {msg_json}")

                if "header" in msg_json:
                    header = msg_json["header"]

                    if "event" in header:
                        event = header["event"]

                        if event == "task-started":
                            print("任務已啟動")
                            self.task_started = True

                            # 發送 continue-task 指令，使用SSML功能時，該指令只允許發送一次
                            # 特殊字元需要進行轉義
                            self.send_continue_task("<speak rate=\"2\">我的語速比正常人快。</speak>")

                            # continue-task 發送完成後發送 finish-task
                            self.send_finish_task()

                        elif event == "task-finished":
                            print("任務已完成")
                            self.task_finished = True
                            self.close(ws)

                        elif event == "task-failed":
                            error_msg = msg_json.get("error_message", "未知錯誤")
                            print(f"任務失敗: {error_msg}")
                            self.task_finished = True
                            self.close(ws)

            except json.JSONDecodeError as e:
                print(f"JSON 解析失敗: {e}")
        else:
            # 處理二進位訊息（音頻資料）
            print(f"收到二進位訊息，大小: {len(message)} 位元組")
            with open(self.output_file, "ab") as f:
                f.write(message)
            print(f"已將音頻資料寫入本地檔案{self.output_file}中")

    def on_error(self, ws, error):
        """發生錯誤時的回調"""
        print(f"WebSocket 出錯: {error}")

    def on_close(self, ws, close_status_code, close_msg):
        """串連關閉時的回調"""
        print(f"WebSocket 已關閉: {close_msg} ({close_status_code})")

    def send_continue_task(self, text):
        """發送 continue-task 指令，附帶要合成的常值內容"""
        cmd = {
            "header": {
                "action": "continue-task",
                "task_id": self.task_id,
                "streaming": "duplex"
            },
            "payload": {
                "input": {
                    "text": text
                }
            }
        }

        self.ws.send(json.dumps(cmd))
        print(f"已發送 continue-task 指令，常值內容: {text}")

    def send_finish_task(self):
        """發送 finish-task 指令，結束語音合成任務"""
        cmd = {
            "header": {
                "action": "finish-task",
                "task_id": self.task_id,
                "streaming": "duplex"
            },
            "payload": {
                "input": {}
            }
        }

        self.ws.send(json.dumps(cmd))
        print("已發送 finish-task 指令")

    def close(self, ws):
        """主動關閉串連"""
        if ws and ws.sock and ws.sock.connected:
            ws.close()
            print("已主動關閉串連")

    def run(self):
        """啟動 WebSocket 用戶端"""
        # 佈建要求頭部（鑒權）
        header = {
            "Authorization": f"bearer {self.api_key}",
            "X-DashScope-DataInspection": "enable"
        }

        # 建立 WebSocketApp 執行個體
        self.ws = websocket.WebSocketApp(
            self.uri,
            header=header,
            on_open=self.on_open,
            on_message=self.on_message,
            on_error=self.on_error,
            on_close=self.on_close
        )

        print("正在監聽 WebSocket 訊息...")
        self.ws.run_forever()  # 啟動長串連監聽

# 樣本使用方式
if __name__ == "__main__":
    # 新加坡和北京地區的API Key不同。擷取API Key：https://www.alibabacloud.com/help/zh/model-studio/get-api-key
    # 若沒有配置環境變數，請用百鍊API Key將下行替換為：API_KEY = "sk-xxx"
    API_KEY = os.environ.get("DASHSCOPE_API_KEY")
    # 以下為新加坡地區URL，調用時請將WorkspaceId替換為真實的業務空間ID，各地區的URL不同。
    SERVER_URI = "wss://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api-ws/v1/inference/"

    client = TTSClient(API_KEY, SERVER_URI)
    client.run()