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https://github.com/BoardWare-Genius/jarvis-models.git
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41 lines
1.4 KiB
Python
41 lines
1.4 KiB
Python
from io import BytesIO
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from typing import Any, Coroutine
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from fastapi import Request, Response, status
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from fastapi.responses import JSONResponse
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from ..asr.rapid_paraformer.utils import read_yaml
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from ..asr.rapid_paraformer import RapidParaformer
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from .blackbox import Blackbox
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class ASR(Blackbox):
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def __init__(self, *args, **kwargs) -> None:
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config = read_yaml(args[0])
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self.paraformer = RapidParaformer(config)
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def __call__(self, *args, **kwargs):
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return self.processing(*args, **kwargs)
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async def processing(self, *args, **kwargs):
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data = args[0]
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results = self.paraformer([BytesIO(data)])
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if len(results) == 0:
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return None
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return results[0]
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def valid(self, data: any) -> bool:
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if isinstance(data, bytes):
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return True
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return False
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async def fast_api_handler(self, request: Request) -> Response:
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data = (await request.form()).get("audio")
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if data is None:
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return JSONResponse(content={"error": "data is required"}, status_code=status.HTTP_400_BAD_REQUEST)
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d = await data.read()
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try:
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txt = await self.processing(d)
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except ValueError as e:
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return JSONResponse(content={"error": str(e)}, status_code=status.HTTP_400_BAD_REQUEST)
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return JSONResponse(content={"txt": txt}, status_code=status.HTTP_200_OK) |