URL issues

[RomanAYakunin]

When I run the following code:

from wav2vec2 import Wav2Vec2Config, Wav2Vec2Processor
tokenizer = Wav2Vec2Processor(is_tokenizer=True)

I get the following error:

Downloading `vocab.json` from https://github.com/vasudevgupta7/gsoc-wav2vec2/raw/main/data/vocab.json ... Traceback (most recent call last):
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\site-packages\wav2vec2\processor.py", line 43, in _setup_vocab
    subprocess.run(
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\subprocess.py", line 505, in run
    with Popen(*popenargs, **kwargs) as process:
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\subprocess.py", line 951, in __init__
    self._execute_child(args, executable, preexec_fn, close_fds,
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\subprocess.py", line 1420, in _execute_child
    hp, ht, pid, tid = _winapi.CreateProcess(executable, args,
FileNotFoundError: [WinError 2] The system cannot find the file specified

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\site-packages\wav2vec2\processor.py", line 21, in __init__
    self._setup_vocab()
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\site-packages\wav2vec2\processor.py", line 47, in _setup_vocab
    raise ValueError(f"Couldn't download `vocab.json` from {url}")
ValueError: Couldn't download `vocab.json` from https://github.com/vasudevgupta7/gsoc-wav2vec2/raw/main/data/vocab.json

When I look up the URL, I get redirected to 'https://raw.githubusercontent.com/thevasudevgupta/gsoc-wav2vec2/main/data/vocab.json', which does have the vocab, but maybe the fact that it needs a redirect causes an issue for python?

I get a similar issue when I try to get the finetuned model:

from wav2vec2 import Wav2Vec2ForCTC, Wav2Vec2Config, Wav2Vec2Processor
model_id = "finetuned-wav2vec2-960h"
model = Wav2Vec2ForCTC.from_pretrained(model_id)

raises the following error:

Downloading model weights from https://huggingface.co/finetuned-wav2vec2-960h ... Traceback (most recent call last):
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\site-packages\wav2vec2\modeling.py", line 69, in from_pretrained
    subprocess.run(url.split(), check=True, stderr=subprocess.PIPE)
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\subprocess.py", line 505, in run
    with Popen(*popenargs, **kwargs) as process:
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\subprocess.py", line 951, in __init__
    self._execute_child(args, executable, preexec_fn, close_fds,
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\subprocess.py", line 1420, in _execute_child
    hp, ht, pid, tid = _winapi.CreateProcess(executable, args,
FileNotFoundError: [WinError 2] The system cannot find the file specified

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "C:\Users\romar\AppData\Local\Programs\Python\Python39\lib\site-packages\wav2vec2\modeling.py", line 71, in from_pretrained
    raise ValueError(
ValueError: Couldn't download model weights from https://huggingface.co/finetuned-wav2vec2-960h

When I try to look up the URL, I get a 404 error. Maybe the URLs should be updated? If it's some issue on my end, please let me know.