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prepare transcription API for GPU support (#34)

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pluja
2023-10-26 22:49:37 +02:00
parent e91a5fb5b6
commit 1d5c787480
4 changed files with 80 additions and 5 deletions
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11
transcription-api/main.py
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@@ -15,15 +15,18 @@ async def transcribe_endpoint(file: UploadFile = File(None),
filename: str = None,
model_size: ModelSize = ModelSize.small,
language: Languages = Languages.auto,
device: DeviceType = DeviceType.cpu):
device: str = "cpu"):
print(f"Transcribing with model {model_size.value} on device {device.value}...")
if device != "cpu" and device != "cuda":
return {"detail": "Device must be either cpu or cuda"}
print(f"Transcribing with model {model_size.value} on device {device}...")
if file is not None:
# if a file is uploaded, use it
return await transcribe_file(file, model_size.value, language.value, device.value)
return await transcribe_file(file, model_size.value, language.value, device)
elif filename is not None:
# if a filename is provided, use it
return await transcribe_from_filename(filename, model_size.value, language.value, device.value)
return await transcribe_from_filename(filename, model_size.value, language.value, device)
else:
return {"detail": "No file uploaded and no filename provided"}