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Work Notes: Using OpenAI’s Whisper for Speech to Text
New Day: Fri Dec 23 2022 21:36:39 GMT-0600 (Central Standard Time)
I am tried of being on Mint Linux and having poor speech to text capability so I am going to make a web app and host it on this site.
I am using this repo as a starting point.
And I found that repo by looking through the show and tell page of OpenAI’s official repo.
When I set it up viz. install the python scripts and then run the right python file it gives me an error code 500 internal server error.
In detail:
NFO: 127.0.0.1:47204 - "GET / HTTP/1.1" 200 OK
INFO: 127.0.0.1:47204 - "GET /main.css HTTP/1.1" 200 OK
/home/monte/.local/lib/python3.8/site-packages/whisper/transcribe.py:78: UserWarning: FP16 is not supported on CPU; using FP32 instead
warnings.warn("FP16 is not supported on CPU; using FP32 instead")
INFO: 127.0.0.1:57952 - "POST / HTTP/1.1" 500 Internal Server Error
ERROR: Exception in ASGI application
Traceback (most recent call last):
File "/home/monte/.local/lib/python3.8/site-packages/uvicorn/protocols/http/h11_impl.py", line 407, in run_asgi
result = await app( # type: ignore[func-returns-value]
File "/home/monte/.local/lib/python3.8/site-packages/uvicorn/middleware/proxy_headers.py", line 78, in __call__
return await self.app(scope, receive, send)
File "/home/monte/.local/lib/python3.8/site-packages/fastapi/applications.py", line 270, in __call__
await super().__call__(scope, receive, send)
File "/home/monte/.local/lib/python3.8/site-packages/starlette/applications.py", line 124, in __call__
await self.middleware_stack(scope, receive, send)
File "/home/monte/.local/lib/python3.8/site-packages/starlette/middleware/errors.py", line 184, in __call__
raise exc
File "/home/monte/.local/lib/python3.8/site-packages/starlette/middleware/errors.py", line 162, in __call__
await self.app(scope, receive, _send)
File "/home/monte/.local/lib/python3.8/site-packages/starlette/middleware/exceptions.py", line 75, in __call__
raise exc
File "/home/monte/.local/lib/python3.8/site-packages/starlette/middleware/exceptions.py", line 64, in __call__
await self.app(scope, receive, sender)
File "/home/monte/.local/lib/python3.8/site-packages/fastapi/middleware/asyncexitstack.py", line 21, in __call__
raise e
File "/home/monte/.local/lib/python3.8/site-packages/fastapi/middleware/asyncexitstack.py", line 18, in __call__
await self.app(scope, receive, send)
File "/home/monte/.local/lib/python3.8/site-packages/starlette/routing.py", line 680, in __call__
await route.handle(scope, receive, send)
File "/home/monte/.local/lib/python3.8/site-packages/starlette/routing.py", line 275, in handle
await self.app(scope, receive, send)
File "/home/monte/.local/lib/python3.8/site-packages/starlette/routing.py", line 65, in app
response = await func(request)
File "/home/monte/.local/lib/python3.8/site-packages/fastapi/routing.py", line 231, in app
raw_response = await run_endpoint_function(
File "/home/monte/.local/lib/python3.8/site-packages/fastapi/routing.py", line 162, in run_endpoint_function
return await run_in_threadpool(dependant.call, **values)
File "/home/monte/.local/lib/python3.8/site-packages/starlette/concurrency.py", line 41, in run_in_threadpool
return await anyio.to_thread.run_sync(func, *args)
File "/home/monte/.local/lib/python3.8/site-packages/anyio/to_thread.py", line 31, in run_sync
return await get_asynclib().run_sync_in_worker_thread(
File "/home/monte/.local/lib/python3.8/site-packages/anyio/_backends/_asyncio.py", line 937, in run_sync_in_worker_thread
return await future
File "/home/monte/.local/lib/python3.8/site-packages/anyio/_backends/_asyncio.py", line 867, in run
result = context.run(func, *args)
File "/home/monte/Scratch/website_for_whisper/src/main.py", line 30, in add_audio
result = model.transcribe("audio.mp3")
File "/home/monte/.local/lib/python3.8/site-packages/whisper/transcribe.py", line 84, in transcribe
mel = log_mel_spectrogram(audio)
File "/home/monte/.local/lib/python3.8/site-packages/whisper/audio.py", line 111, in log_mel_spectrogram
audio = load_audio(audio)
File "/home/monte/.local/lib/python3.8/site-packages/whisper/audio.py", line 42, in load_audio
ffmpeg.input(file, threads=0)
File "/home/monte/.local/lib/python3.8/site-packages/ffmpeg/_run.py", line 313, in run
process = run_async(
File "/home/monte/.local/lib/python3.8/site-packages/ffmpeg/_run.py", line 284, in run_async
return subprocess.Popen(
File "/usr/lib/python3.8/subprocess.py", line 858, in __init__
self._execute_child(args, executable, preexec_fn, close_fds,
File "/usr/lib/python3.8/subprocess.py", line 1704, in _execute_child
raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: 'ffmpeg'
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