import os import json import asyncio import websockets from fastapi import FastAPI, WebSocket from vosk import Model, KaldiRecognizer MODEL_PATH = "model/vosk-model" if not os.path.exists(MODEL_PATH): raise Exception("❌ Model Vosk không tìm thấy!") print("✅ Đang tải model Vosk...") model = Model(MODEL_PATH) app = FastAPI() @app.websocket("/ws") async def websocket_endpoint(websocket: WebSocket): await websocket.accept() rec = KaldiRecognizer(model, 16000) result_text = "" try: while True: message = await websocket.receive_bytes() if rec.AcceptWaveform(message): result = json.loads(rec.Result()) text = result.get("text", "") result_text += text + " " await websocket.send_json({"text": text}) except Exception: print("🔴 Kết nối WebSocket đóng") finally: print(f"✅ Văn bản cuối cùng: {result_text.strip()}") if __name__ == "__main__": import uvicorn uvicorn.run(app, host="0.0.0.0", port=7860)