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Create app.py
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app.py
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# app.py
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import os
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import uuid
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import shutil
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import tempfile
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from fastapi import FastAPI, UploadFile, File, HTTPException, Query
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import JSONResponse
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from stt import SpeechToText
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# -----------------------------------------------------------------------------
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# CONFIGURATION
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# -----------------------------------------------------------------------------
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MODEL_NAME = os.getenv("WHISPER_MODEL", "tiny.en")
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DEFAULT_DUR = float(os.getenv("RECORD_DURATION", "5.0"))
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TEMP_DIR = os.getenv("TEMP_DIR", tempfile.gettempdir())
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ALLOWED_TYPES = {"audio/wav", "audio/x-wav", "audio/mpeg", "audio/mp3"}
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# -----------------------------------------------------------------------------
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app = FastAPI(
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title="STT Service",
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description="Speech-to-Text API using pywhispercpp's Whisper",
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version="1.0",
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)
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# Allow any origin (adjust for production)
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_methods=["POST", "GET", "OPTIONS"],
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allow_headers=["*"],
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)
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# Load the STT engine once at startup
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stt_engine = SpeechToText(
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model_name=MODEL_NAME,
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sample_rate=16_000,
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record_duration=DEFAULT_DUR,
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temp_dir=TEMP_DIR,
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verbose=False, # mute console logs in API
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)
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@app.get("/health", summary="Health check")
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def health():
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return {"status": "ok", "model": MODEL_NAME}
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@app.post("/transcribe", summary="Transcribe uploaded audio file")
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async def transcribe_audio(
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file: UploadFile = File(..., description="An audio file (WAV, MP3, etc.)"),
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):
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if file.content_type not in ALLOWED_TYPES:
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raise HTTPException(415, detail=f"Unsupported Media Type: {file.content_type}")
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# 1) save upload to temp WAV path
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ext = os.path.splitext(file.filename)[1] or ".wav"
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tmp_name = f"{uuid.uuid4()}{ext}"
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tmp_path = os.path.join(TEMP_DIR, tmp_name)
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try:
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with open(tmp_path, "wb") as out_f:
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shutil.copyfileobj(file.file, out_f)
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# 2) run transcription
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text = stt_engine.transcribe_file(tmp_path)
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return {"text": text}
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except HTTPException:
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raise
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except Exception as e:
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raise HTTPException(500, detail=str(e))
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finally:
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# clean up
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if os.path.exists(tmp_path):
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os.remove(tmp_path)
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@app.post("/record", summary="Record from mic + transcribe")
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def record_and_transcribe(
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duration: float = Query(
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DEFAULT_DUR, gt=0, le=30,
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description="Seconds to record from server mic"
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)
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):
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"""
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Records from the server's default microphone for `duration` seconds,
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then transcribes that chunk of audio.
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"""
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try:
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# temporarily override record_duration
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original = stt_engine.record_duration
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stt_engine.record_duration = duration
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# record & transcribe
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text = stt_engine.transcribe(save_temp=False)
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return {"text": text}
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except Exception as e:
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raise HTTPException(500, detail=str(e))
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finally:
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stt_engine.record_duration = original
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# If you run with `python app.py`, this block ensures Uvicorn starts
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if __name__ == "__main__":
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import uvicorn
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uvicorn.run(
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"app:app",
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host="0.0.0.0",
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port=int(os.getenv("PORT", 8000)),
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reload=True
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)
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