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Update app.py
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app.py
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from fastapi import FastAPI, UploadFile, File
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from pywhispercpp.model import Model
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import uvicorn
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import tempfile
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import os
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from time import time
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app = FastAPI(title="
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# Load model
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#
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#model = Model(MODEL_PATH)
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model = Model('base.en')
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#model = Model("large-v1")
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@app.get("/")
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def
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return {"status": "Whisper
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@app.post("/transcribe")
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async def
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# Save uploaded audio
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as temp:
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temp.write(await file.read())
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temp.flush()
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audio_path = temp.name
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start = time()
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segments = model.transcribe(audio_path)
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text = " ".join([seg.text for seg in segments])
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elapsed = round(time() - start, 3)
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os.remove(audio_path)
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from fastapi import FastAPI, UploadFile, File, WebSocket
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from fastapi.responses import JSONResponse
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from pywhispercpp.model import Model
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import tempfile
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import os
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app = FastAPI(title="Whisper STT Server")
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# Load tiny model once at startup
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#model = Model("tiny.en-q5_1")
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model = Model('base.en')
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@app.get("/")
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async def home():
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return {"status": "Whisper STT is running"}
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# --------- File Upload Transcription ---------
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@app.post("/transcribe")
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async def transcribe_audio(file: UploadFile = File(...)):
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as temp:
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temp.write(await file.read())
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temp.flush()
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audio_path = temp.name
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segments = model.transcribe(audio_path)
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os.remove(audio_path)
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text = " ".join(s.text for s in segments)
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return {"text": text}
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# --------- LIVE Streaming WebSocket ---------
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@app.websocket("/ws")
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async def websocket_stt(ws: WebSocket):
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await ws.accept()
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while True:
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try:
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data = await ws.receive_bytes()
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as temp:
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temp.write(data)
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temp.flush()
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segments = model.transcribe(temp.name)
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text = " ".join(s.text for s in segments)
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await ws.send_json({"text": text})
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except Exception:
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await ws.close()
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break
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