We provide a PyTorch implementation of the paper Voice Separation with an Unknown Number of Multiple Speakers In which, we present a new method for separating a mixed audio sequence, in which multiple voices speak simultaneously. The new method employs gated neural networks that are trained to separate the voices at multiple processing steps, while maintaining the speaker in each output channel fixed. A different model is trained for every number of possible speakers, and the model with the largest number of speakers is employed to select the actual number of speakers in a given sample. Our method greatly outperforms the current state of the art, which, as we show, is not competitive for more than two speakers.
I am facing the given error, please help me
Traceback (most recent call last):
File "", line 1, in
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\spawn.py", line 105, in spawn_main
exitcode = _main(fd)
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\spawn.py", line 115, in _main
self = reduction.pickle.load(from_parent)
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\connection.py", line 951, in rebuild_pipe_connection
handle = dh.detach()
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\reduction.py", line 129, in detach
self._access, False, _winapi.DUPLICATE_CLOSE_SOURCE)
PermissionError: [WinError 5] Access is denied
C:\Users\IMLab\AppData\Roaming\Python\Python37\site-packages\torchaudio\extension\extension.py:13: UserWarning: torchaudio C++ extension is not available.
warnings.warn('torchaudio C++ extension is not available.')
Traceback (most recent call last):
File "", line 1, in
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\spawn.py", line 105, in spawn_main
exitcode = _main(fd)
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\spawn.py", line 115, in _main
self = reduction.pickle.load(from_parent)
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\connection.py", line 951, in rebuild_pipe_connection
handle = dh.detach()
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\reduction.py", line 129, in detach
self._access, False, _winapi.DUPLICATE_CLOSE_SOURCE)
PermissionError: [WinError 5] Access is denied
I am facing the given error, please help me Traceback (most recent call last): File "", line 1, in
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\spawn.py", line 105, in spawn_main
exitcode = _main(fd)
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\spawn.py", line 115, in _main
self = reduction.pickle.load(from_parent)
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\connection.py", line 951, in rebuild_pipe_connection
handle = dh.detach()
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\reduction.py", line 129, in detach
self._access, False, _winapi.DUPLICATE_CLOSE_SOURCE)
PermissionError: [WinError 5] Access is denied
C:\Users\IMLab\AppData\Roaming\Python\Python37\site-packages\torchaudio\extension\extension.py:13: UserWarning: torchaudio C++ extension is not available.
warnings.warn('torchaudio C++ extension is not available.')
Traceback (most recent call last):
File "", line 1, in
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\spawn.py", line 105, in spawn_main
exitcode = _main(fd)
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\spawn.py", line 115, in _main
self = reduction.pickle.load(from_parent)
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\connection.py", line 951, in rebuild_pipe_connection
handle = dh.detach()
File "C:\Users\IMLab\anaconda3\envs\audiop\lib\multiprocessing\reduction.py", line 129, in detach
self._access, False, _winapi.DUPLICATE_CLOSE_SOURCE)
PermissionError: [WinError 5] Access is denied