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Update app.py
Browse files
app.py
CHANGED
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@@ -27,6 +27,10 @@ from fastrtc import (
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)
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from gradio.utils import get_space
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from websockets.asyncio.client import connect
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load_dotenv()
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@@ -37,6 +41,9 @@ API_KEY = os.environ['API_KEY'] # Set with: export DASHSCOPE_API_KEY=xxx
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API_URL = "wss://dashscope-intl.aliyuncs.com/api-ws/v1/realtime?model=qwen3-livetranslate-flash-realtime"
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VOICES = ["Cherry", "Nofish", "Jada", "Dylan", "Sunny", "Peter", "Kiki", "Eric"]
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if not API_KEY:
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raise RuntimeError("Missing DASHSCOPE_API_KEY environment variable.")
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headers = {"Authorization": "Bearer " + API_KEY}
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@@ -77,6 +84,60 @@ class LiveTranslateHandler(AsyncStreamHandler):
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)
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self.connection = None
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self.output_queue = asyncio.Queue()
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def copy(self):
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return LiveTranslateHandler()
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@@ -89,19 +150,22 @@ class LiveTranslateHandler(AsyncStreamHandler):
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try:
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await self.wait_for_args()
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args = self.latest_args
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src_language_name = args[2] if len(args) > 2 else "
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target_language_name = args[3] if
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src_language_code = LANG_MAP_REVERSE[src_language_name]
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target_language_code = LANG_MAP_REVERSE[target_language_name]
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# src_language = args[2] if len(args) > 2 else "zh" # 新增源语言参数
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# target_language = args[3] if len(args) > 3 else "en"
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voice_id = args[4] if len(args) > 4 else "Cherry"
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if src_language_code == target_language_code:
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print(f"⚠️ 源语言和目标语言相同({target_language_name}),将以复述模式运行")
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async with connect(API_URL, additional_headers=headers) as conn:
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self.client = conn
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await conn.send(
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json.dumps(
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@@ -123,36 +187,89 @@ class LiveTranslateHandler(AsyncStreamHandler):
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self.connection = conn
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async for data in self.connection:
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event = json.loads(data)
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if "type" not in event:
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continue
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event_type = event["type"]
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if event_type == "response.audio_transcript.delta":
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#
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# # 中间结果 + stash(stash通常是句子完整缓存)
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# stash_text = event.get("stash", "")
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# text_field = event.get("text", "")
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# if stash_text or text_field:
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# await self.output_queue.put(
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# AdditionalOutputs({"role": "assistant", "content": stash_text or text_field})
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# )
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elif event_type == "response.audio_transcript.done":
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# 最终完整句子
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transcript = event.get("transcript", "")
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if transcript:
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await self.output_queue.put(
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AdditionalOutputs({
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)
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elif event_type == "response.audio.delta":
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audio_b64 = event.get("delta", "")
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@@ -183,10 +300,22 @@ class LiveTranslateHandler(AsyncStreamHandler):
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)
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)
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async def emit(self) -> tuple[int, np.ndarray] | AdditionalOutputs | None:
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return await wait_for_item(self.output_queue)
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async def shutdown(self) -> None:
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if self.connection:
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await self.connection.close()
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self.connection = None
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@@ -197,7 +326,32 @@ class LiveTranslateHandler(AsyncStreamHandler):
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def update_chatbot(chatbot: list[dict], response: dict):
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return chatbot
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label="Target Language"
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voice = gr.Dropdown(choices=VOICES, value=VOICES[0], type="value", label="Voice")
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latest_message = gr.Textbox(type="text", visible=False)
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# 可选:暂时禁用 TURN 配置进行测试
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rtc_config = get_cloudflare_turn_credentials_async if get_space() else None
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# rtc_config = None # 取消注释可禁用 TURN 测试
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stream = Stream(
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LiveTranslateHandler(),
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mode="send-receive",
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modality="audio",
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additional_inputs=[src_language, language, voice, chatbot],
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additional_outputs=[chatbot],
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additional_outputs_handler=update_chatbot,
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rtc_configuration=rtc_config,
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@@ -234,6 +395,7 @@ stream = Stream(
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app = FastAPI()
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stream.mount(app)
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@@ -271,10 +433,10 @@ if __name__ == "__main__":
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import os
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if (mode := os.getenv("MODE")) == "UI":
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stream.ui.launch(server_port=
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elif mode == "PHONE":
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stream.fastphone(host="0.0.0.0", port=
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else:
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import uvicorn
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uvicorn.run(app, host="0.0.0.0", port=
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)
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from gradio.utils import get_space
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from websockets.asyncio.client import connect
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import ssl
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import certifi
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import cv2
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load_dotenv()
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API_URL = "wss://dashscope-intl.aliyuncs.com/api-ws/v1/realtime?model=qwen3-livetranslate-flash-realtime"
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VOICES = ["Cherry", "Nofish", "Jada", "Dylan", "Sunny", "Peter", "Kiki", "Eric"]
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ssl_context = ssl.create_default_context(cafile=certifi.where())
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# ssl_context = ssl._create_unverified_context() # 禁用证书验证
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if not API_KEY:
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raise RuntimeError("Missing DASHSCOPE_API_KEY environment variable.")
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headers = {"Authorization": "Bearer " + API_KEY}
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)
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self.connection = None
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self.output_queue = asyncio.Queue()
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self.video_capture = None # 视频捕获设备
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self.last_capture_time = 0 # 上次视频帧捕获时间戳
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self.enable_video = False
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self.output_queue = asyncio.Queue()
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self.awaiting_new_message = True
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self.stable_text = "" # 黑色部分
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self.temp_text = "" # 灰色部分
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def setup_video(self):
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"""设置视频捕获设备"""
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self.video_capture = cv2.VideoCapture(0) # 打开默认摄像头
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self.video_capture.set(cv2.CAP_PROP_FRAME_WIDTH, 640) # 设置宽度
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self.video_capture.set(cv2.CAP_PROP_FRAME_HEIGHT, 480) # 设置高度
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self.video_capture.set(cv2.CAP_PROP_FPS, 30) # 设置 FPS
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def get_video_frame(self) -> bytes | None:
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"""获取视频帧并处理成缩放后的字节"""
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if not self.video_capture:
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return None
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# 获取当前时间
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current_time = time.time()
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# 每隔 0.5 秒截取一帧
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if current_time - self.last_capture_time >= 0.5:
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self.last_capture_time = current_time
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ret, frame = self.video_capture.read() # 捕获当前帧
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if ret:
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# 压缩并调整分辨率
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resized_frame = cv2.resize(frame, (640, 360)) # 确保分辨率低于 480p
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# 使用 JPEG 格式编码视频帧
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_, encoded_image = cv2.imencode('.jpg', resized_frame)
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return encoded_image.tobytes()
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return None
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async def send_image_frame(self, image_bytes: bytes, *, event_id: str | None = None):
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"""将图像数据发送给服务器"""
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if not self.connection:
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return
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if not image_bytes:
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raise ValueError("image_bytes 不能为空")
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# 编码为 Base64
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image_b64 = base64.b64encode(image_bytes).decode()
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event = {
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"event_id": event_id or self.msg_id(),
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"type": "input_image_buffer.append",
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"image": image_b64,
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}
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await self.connection.send(json.dumps(event))
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def copy(self):
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return LiveTranslateHandler()
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try:
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await self.wait_for_args()
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args = self.latest_args
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src_language_name = args[2] if len(args) > 2 else "Chinese" # 现在 dropdown 返回的是全称
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target_language_name = args[3] if len(args) > 3 else "English"
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src_language_code = LANG_MAP_REVERSE[src_language_name]
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target_language_code = LANG_MAP_REVERSE[target_language_name]
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voice_id = args[4] if len(args) > 4 else "Cherry"
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self.enable_video = True if args[5] == "True" else False
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if self.enable_video:
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self.setup_video() # 初始化视频设备
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if src_language_code == target_language_code:
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print(f"⚠️ 源语言和目标语言相同({target_language_name}),将以复述模式运行")
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async with connect(API_URL, additional_headers=headers, ssl=ssl_context) as conn:
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self.client = conn
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await conn.send(
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json.dumps(
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self.connection = conn
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# WebSocket 收到的每一个响应(data)是一个 JSON 事件,表示翻译任务的进展。
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async for data in self.connection:
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event = json.loads(data)
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if "type" not in event:
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continue
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event_type = event["type"]
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# if event_type == "response.audio_transcript.delta":
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# # 增量字幕
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# text = event.get("transcript", "")
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# if text:
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# await self.output_queue.put(
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# AdditionalOutputs({"role": "assistant", "content": text, "update": True, "new_message": self.awaiting_new_message
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# })
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# )
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# self.awaiting_new_message = False
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# # 中间文本内容
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# if event_type in ("response.text.text", "response.audio_transcript.text"):
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# # 中间结果 + stash(stash通常是句子完整缓存)
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# stash_text = event.get("stash", "")
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# text_field = event.get("text", "")
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# if stash_text or text_field:
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# await self.output_queue.put(
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# AdditionalOutputs({"role": "assistant", "content": stash_text or text_field, "update": True, "new_message": self.awaiting_new_message})
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# )
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# self.awaiting_new_message = False
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# elif event_type == "response.audio_transcript.done":
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# # 最终完整句子
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# transcript = event.get("transcript", "")
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# if transcript:
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# await self.output_queue.put(
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# AdditionalOutputs({"role": "assistant", "content": transcript, "update": True, "new_message": self.awaiting_new_message})
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# )
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# self.awaiting_new_message = True
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if event_type == "response.audio_transcript.delta":
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self.temp_text = event.get("transcript", "")
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if self.temp_text:
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await self.output_queue.put(
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AdditionalOutputs({
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"role": "assistant",
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"content": (self.stable_text, self.temp_text),
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"update": True,
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"new_message": self.awaiting_new_message
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})
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)
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self.awaiting_new_message = False
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elif event_type in ("response.text.text", "response.audio_transcript.text"):
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# 更新稳定部分(stash / text 认为是已确认的)
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new_stable = event.get("stash") or event.get("text") or ""
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if new_stable:
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self.stable_text = f"{self.stable_text}{new_stable}"
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self.temp_text = "" # 临时部分清空
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await self.output_queue.put(
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AdditionalOutputs({
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"role": "assistant",
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"content": (self.stable_text, self.temp_text),
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"update": True,
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"new_message": self.awaiting_new_message
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})
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)
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self.awaiting_new_message = False
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elif event_type == "response.audio_transcript.done":
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transcript = event.get("transcript", "")
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if transcript:
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self.stable_text = transcript
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self.temp_text = ""
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await self.output_queue.put(
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AdditionalOutputs({
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"role": "assistant",
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"content": (self.stable_text, self.temp_text),
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+
"update": True,
|
| 266 |
+
"new_message": self.awaiting_new_message
|
| 267 |
+
})
|
| 268 |
)
|
| 269 |
+
# 开启新气泡
|
| 270 |
+
self.awaiting_new_message = True
|
| 271 |
+
self.stable_text = ""
|
| 272 |
+
self.temp_text = ""
|
| 273 |
|
| 274 |
elif event_type == "response.audio.delta":
|
| 275 |
audio_b64 = event.get("delta", "")
|
|
|
|
| 300 |
)
|
| 301 |
)
|
| 302 |
|
| 303 |
+
# 视频部分
|
| 304 |
+
if self.enable_video:
|
| 305 |
+
image_frame = self.get_video_frame()
|
| 306 |
+
if image_frame:
|
| 307 |
+
await self.send_image_frame(image_frame)
|
| 308 |
+
|
| 309 |
+
|
| 310 |
async def emit(self) -> tuple[int, np.ndarray] | AdditionalOutputs | None:
|
| 311 |
return await wait_for_item(self.output_queue)
|
| 312 |
|
| 313 |
async def shutdown(self) -> None:
|
| 314 |
+
"""关闭连接并清理资源"""
|
| 315 |
+
if self.video_capture:
|
| 316 |
+
self.video_capture.release() # 释放视频设备
|
| 317 |
+
self.video_capture = None
|
| 318 |
+
|
| 319 |
if self.connection:
|
| 320 |
await self.connection.close()
|
| 321 |
self.connection = None
|
|
|
|
| 326 |
|
| 327 |
|
| 328 |
def update_chatbot(chatbot: list[dict], response: dict):
|
| 329 |
+
is_update = response.pop("update", False)
|
| 330 |
+
new_message_flag = response.pop("new_message", False)
|
| 331 |
+
content_tuple = response["content"]
|
| 332 |
+
|
| 333 |
+
# 组 HTML:黑色稳定文本 + 灰色临时文本
|
| 334 |
+
stable_html = f"<span style='color:black'>{content_tuple[0]}</span>"
|
| 335 |
+
temp_html = f"<span style='color:gray'>{content_tuple[1]}</span>"
|
| 336 |
+
html_content = stable_html + temp_html
|
| 337 |
+
|
| 338 |
+
if is_update:
|
| 339 |
+
if new_message_flag or not chatbot:
|
| 340 |
+
chatbot.append({
|
| 341 |
+
"role": "assistant",
|
| 342 |
+
"content": html_content
|
| 343 |
+
})
|
| 344 |
+
else:
|
| 345 |
+
if chatbot[-1]["role"] == "assistant":
|
| 346 |
+
chatbot[-1]["content"] = html_content
|
| 347 |
+
else:
|
| 348 |
+
chatbot.append({
|
| 349 |
+
"role": "assistant",
|
| 350 |
+
"content": html_content
|
| 351 |
+
})
|
| 352 |
+
else:
|
| 353 |
+
chatbot.append(response)
|
| 354 |
+
|
| 355 |
return chatbot
|
| 356 |
|
| 357 |
|
|
|
|
| 369 |
label="Target Language"
|
| 370 |
)
|
| 371 |
voice = gr.Dropdown(choices=VOICES, value=VOICES[0], type="value", label="Voice")
|
| 372 |
+
video_flag = gr.Dropdown(
|
| 373 |
+
choices=["True", "False"],
|
| 374 |
+
value="False",
|
| 375 |
+
label="Use Video"
|
| 376 |
+
)
|
| 377 |
+
|
| 378 |
latest_message = gr.Textbox(type="text", visible=False)
|
| 379 |
|
| 380 |
# 可选:暂时禁用 TURN 配置进行测试
|
| 381 |
rtc_config = get_cloudflare_turn_credentials_async if get_space() else None
|
| 382 |
# rtc_config = None # 取消注释可禁用 TURN 测试
|
| 383 |
|
| 384 |
+
|
| 385 |
stream = Stream(
|
| 386 |
LiveTranslateHandler(),
|
| 387 |
mode="send-receive",
|
| 388 |
modality="audio",
|
| 389 |
+
additional_inputs=[src_language, language, voice, video_flag, chatbot],
|
| 390 |
additional_outputs=[chatbot],
|
| 391 |
additional_outputs_handler=update_chatbot,
|
| 392 |
rtc_configuration=rtc_config,
|
|
|
|
| 395 |
)
|
| 396 |
|
| 397 |
|
| 398 |
+
|
| 399 |
app = FastAPI()
|
| 400 |
|
| 401 |
stream.mount(app)
|
|
|
|
| 433 |
import os
|
| 434 |
|
| 435 |
if (mode := os.getenv("MODE")) == "UI":
|
| 436 |
+
stream.ui.launch(server_port=7862)
|
| 437 |
elif mode == "PHONE":
|
| 438 |
+
stream.fastphone(host="0.0.0.0", port=7862)
|
| 439 |
else:
|
| 440 |
import uvicorn
|
| 441 |
|
| 442 |
+
uvicorn.run(app, host="0.0.0.0", port=7862)
|