vois to text
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342
api/route/media_convert.py
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342
api/route/media_convert.py
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from fastapi import APIRouter, HTTPException
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from pydantic import BaseModel
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from fastapi.responses import FileResponse
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import os
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from pathlib import Path
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import uuid
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from typing import List
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import asyncio
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import subprocess
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import shutil
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import uuid
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import wave
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router = APIRouter(prefix="/convert", tags=["convert"])
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@router.get("/list-audio", response_model=List[str])
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async def list_audio_files():
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base_dir = Path(__file__).resolve().parent.parent.parent / "data" / "audio"
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if not base_dir.exists():
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return []
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files = [f.name for f in base_dir.iterdir() if f.is_file()]
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return files
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class DownloadAudioRequest(BaseModel):
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filename: str
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@router.post("/download-audio")
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async def download_audio_file(data: DownloadAudioRequest):
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base_dir = Path(__file__).resolve().parent.parent.parent / "data" / "audio"
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src = (base_dir / data.filename).resolve()
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try:
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src.relative_to(base_dir.parent)
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except Exception:
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raise HTTPException(status_code=400, detail="Invalid filename")
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if not src.exists():
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raise HTTPException(status_code=404, detail="File not found")
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return FileResponse(str(src), filename=src.name, media_type="audio/mpeg")
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class VideoToMp3Request(BaseModel):
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filename: str
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def _run_moviepy(src: Path, dest: Path):
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from moviepy import VideoFileClip
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clip = VideoFileClip(str(src))
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try:
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if clip.audio is None:
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raise RuntimeError("Source file has no audio stream")
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clip.audio.write_audiofile(str(dest), codec="libmp3lame", bitrate="192k")
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finally:
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clip.close()
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@router.post("/video-to-mp3")
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async def video_to_mp3(req: VideoToMp3Request):
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try:
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import moviepy # noqa: F401
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except Exception:
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raise HTTPException(status_code=503, detail="moviepy is not installed in the runtime. Rebuild image or install moviepy/imageio-ffmpeg")
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data_dir = Path(__file__).resolve().parent.parent.parent / "data"
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src = (data_dir / req.filename).resolve()
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try:
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src.relative_to(data_dir)
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except Exception:
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raise HTTPException(status_code=400, detail="Invalid filename")
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if not src.exists() or not src.is_file():
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raise HTTPException(status_code=404, detail="Source file not found")
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out_dir = data_dir / "audio"
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out_dir.mkdir(parents=True, exist_ok=True)
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dest = out_dir / f"{src.stem}.mp3"
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try:
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await asyncio.get_running_loop().run_in_executor(None, _run_moviepy, src, dest)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"conversion failed: {e}")
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return FileResponse(str(dest), filename=dest.name, media_type="audio/mpeg")
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class VideoToWavRequest(BaseModel):
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filename: str
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def _run_moviepy_to_wav(src: Path, dest: Path):
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from moviepy import VideoFileClip
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clip = VideoFileClip(str(src))
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try:
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if clip.audio is None:
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raise RuntimeError("Source file has no audio stream")
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clip.audio.write_audiofile(str(dest), fps=16000, nbytes=2)
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finally:
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clip.close()
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@router.post("/video-to-wav")
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async def video_to_wav(req: VideoToWavRequest):
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try:
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import moviepy # noqa: F401
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except Exception:
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raise HTTPException(status_code=503, detail="moviepy is not installed in the runtime. Rebuild image or install moviepy/imageio-ffmpeg")
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data_dir = Path(__file__).resolve().parent.parent.parent / "data"
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src = (data_dir / req.filename).resolve()
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try:
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src.relative_to(data_dir)
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except Exception:
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raise HTTPException(status_code=400, detail="Invalid filename")
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if not src.exists() or not src.is_file():
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raise HTTPException(status_code=404, detail="Source file not found")
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out_dir = data_dir / "audio"
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out_dir.mkdir(parents=True, exist_ok=True)
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dest = out_dir / f"{src.stem}.wav"
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try:
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await asyncio.get_running_loop().run_in_executor(None, _run_moviepy_to_wav, src, dest)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"conversion failed: {e}")
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return FileResponse(str(dest), filename=dest.name, media_type="audio/wav")
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class Mp3ToTextRequest(BaseModel):
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filename: str
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model_path: str
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def _run_ffmpeg(src: Path, dest: Path):
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cmd = [
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"ffmpeg",
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"-y",
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"-i",
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str(src),
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"-ac",
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"1",
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"-ar",
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"16000",
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"-vn",
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"-f",
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"wav",
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str(dest),
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]
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subprocess.run(cmd, check=True)
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@router.post("/mp3-to-text")
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async def mp3_to_text(req: Mp3ToTextRequest):
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logger = __import__("logging").getLogger("convert.mp3-to-text")
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try:
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if shutil.which("ffmpeg") is None:
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raise HTTPException(status_code=503, detail="ffmpeg is not available in the runtime. Install ffmpeg in the environment/container.")
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except Exception:
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raise HTTPException(status_code=503, detail="ffmpeg is not available in the runtime. Install ffmpeg in the environment/container.")
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data_dir = Path(__file__).resolve().parent.parent.parent / "data"
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audio_dir = data_dir / "audio"
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src = (audio_dir / req.filename).resolve()
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try:
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src.relative_to(audio_dir)
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except Exception:
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raise HTTPException(status_code=400, detail="Invalid filename")
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if not src.exists() or not src.is_file():
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raise HTTPException(status_code=404, detail="Source file not found")
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audio_dir.mkdir(parents=True, exist_ok=True)
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dest = audio_dir / f"{src.stem}_{uuid.uuid4().hex}.wav"
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try:
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logger.info("Starting ffmpeg conversion %s -> %s", src.name, dest.name)
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await asyncio.get_running_loop().run_in_executor(None, _run_ffmpeg, src, dest)
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logger.info("ffmpeg conversion finished")
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except subprocess.CalledProcessError as e:
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raise HTTPException(status_code=500, detail=f"ffmpeg conversion failed: {e}")
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"conversion failed: {e}")
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try:
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from api.lib.audio_processing import VoskModelManager
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except Exception as e:
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try:
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dest.unlink()
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except Exception:
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pass
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raise HTTPException(status_code=500, detail=f"Internal import error: {e}")
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try:
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logger.info("Starting transcription stage for %s", dest.name)
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project_root = Path(__file__).resolve().parent.parent.parent
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models_dir = project_root / "models"
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model_path = Path(req.model_path)
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if not model_path.is_absolute():
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model_path = project_root / req.model_path
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model_path = model_path.resolve()
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try:
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model_path.relative_to(models_dir)
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except Exception:
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raise HTTPException(status_code=400, detail="model_path must point inside the project's models directory")
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if not model_path.exists():
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raise HTTPException(status_code=400, detail=f"Model path not found: {model_path}")
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mgr = VoskModelManager(model_path)
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res = mgr.transcribe_wav_with_words(dest)
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text = res.get("text", "")
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# Save plain transcript (no speaker split, no chapters)
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text_dir = project_root / "data" / "text"
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text_dir.mkdir(parents=True, exist_ok=True)
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base_name = dest.stem
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json_path = text_dir / f"{base_name}.json"
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txt_path = text_dir / f"{base_name}.txt"
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with open(json_path, "w", encoding="utf-8") as fh:
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import json as _json
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_json.dump({"text": text}, fh, ensure_ascii=False, indent=2)
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with open(txt_path, "w", encoding="utf-8") as fh:
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fh.write(text)
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logger.info("Transcription stage finished for %s", dest.name)
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finally:
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try:
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dest.unlink()
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except Exception:
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pass
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return {"text": text}
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class WavToTextRequest(BaseModel):
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filename: str
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model_path: str
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use_embedding: bool = False
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@router.post("/wav-to-text")
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async def wav_to_text(req: WavToTextRequest):
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logger = __import__("logging").getLogger("convert.wav-to-text")
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data_dir = Path(__file__).resolve().parent.parent.parent / "data"
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audio_dir = data_dir / "audio"
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src = (audio_dir / req.filename).resolve()
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try:
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src.relative_to(audio_dir)
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except Exception:
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raise HTTPException(status_code=400, detail="Invalid filename")
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if not src.exists() or not src.is_file():
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raise HTTPException(status_code=404, detail="Source file not found")
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try:
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from api.lib.audio_processing import VoskModelManager
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Internal import error: {e}")
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project_root = Path(__file__).resolve().parent.parent.parent
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models_dir = project_root / "models"
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model_path = Path(req.model_path)
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if not model_path.is_absolute():
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model_path = project_root / req.model_path
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model_path = model_path.resolve()
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try:
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model_path.relative_to(models_dir)
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except Exception:
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raise HTTPException(status_code=400, detail="model_path must point inside the project's models directory")
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if not model_path.exists():
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raise HTTPException(status_code=400, detail=f"Model path not found: {model_path}")
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temp_dest = None
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to_cleanup = False
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try:
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if shutil.which("ffmpeg"):
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temp_dest = audio_dir / f"{src.stem}_mono_{uuid.uuid4().hex}.wav"
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cmd = [
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"ffmpeg",
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"-y",
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"-hide_banner",
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"-loglevel",
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"error",
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"-i",
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str(src),
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"-ac",
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"1",
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"-ar",
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"16000",
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"-sample_fmt",
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"s16",
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str(temp_dest),
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]
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try:
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logger.info("Normalizing WAV via ffmpeg: %s -> %s", src.name, temp_dest.name)
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subprocess.run(cmd, check=True)
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src_for_transcription = temp_dest
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to_cleanup = True
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except subprocess.CalledProcessError as e:
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raise HTTPException(status_code=500, detail=f"ffmpeg normalization failed: {e}")
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else:
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try:
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with wave.open(str(src), "rb") as wf:
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channels = wf.getnchannels()
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rate = wf.getframerate()
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sampwidth = wf.getsampwidth()
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if channels != 1 or rate != 16000 or sampwidth != 2:
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raise HTTPException(status_code=415, detail=("WAV must be mono PCM16 16kHz. "
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"Install ffmpeg in the runtime or convert the file before calling this endpoint."))
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src_for_transcription = src
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except wave.Error as e:
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raise HTTPException(status_code=400, detail=f"Invalid WAV file: {e}")
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mgr = VoskModelManager(model_path)
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res = mgr.transcribe_wav_with_words(src_for_transcription)
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text = res.get("text", "")
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words = res.get("words", [])
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# Save plain transcript (no speaker split, no chapters)
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text_dir = project_root / "data" / "text"
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text_dir.mkdir(parents=True, exist_ok=True)
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base_name = src.stem
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json_path = text_dir / f"{base_name}.json"
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txt_path = text_dir / f"{base_name}.txt"
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import json as _json
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with open(json_path, "w", encoding="utf-8") as fh:
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_json.dump({"text": text}, fh, ensure_ascii=False, indent=2)
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with open(txt_path, "w", encoding="utf-8") as fh:
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fh.write(text)
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logger.info("WAV transcription finished: %s", src.name)
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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(status_code=500, detail=f"Transcription failed: {e}")
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finally:
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if to_cleanup and temp_dest is not None:
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try:
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temp_dest.unlink()
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except Exception:
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pass
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return {"text": text, "json": str(json_path.name), "txt": str(txt_path.name)}
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