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facebookresearch / svoice

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.
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Please help me #82

Open Deerzh opened 2 years ago

Deerzh commented 2 years ago

When I run this command: python train.py dset=librimix lr=0.001 swave.R=8, an error occurred,like this :Traceback (most recent call last): File "train.py", line 126, in main() File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/main.py", line 37, in decorated_main strict=strict, File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/utils.py", line 347, in _run_hydra lambda: hydra.run( File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/utils.py", line 201, in run_and_report raise ex File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/utils.py", line 198, in run_and_report return func() File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/utils.py", line 350, in overrides=args.overrides, File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/hydra.py", line 104, in run run_mode=RunMode.RUN, File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/hydra.py", line 512, in compose_config from_shell=from_shell, File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/config_loader_impl.py", line 156, in load_configuration from_shell=from_shell, File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/config_loader_impl.py", line 262, in _load_configuration run_mode=run_mode, File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/config_loader_impl.py", line 805, in _merge_defaults_into_config hydra_cfg = merge_defaults_list_into_config(hydra_cfg, user_list) File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/config_loader_impl.py", line 783, in merge_defaults_list_into_config package_override=default1.package, File "/home/zhang/anaconda3/envs/svoice/lib/python3.7/site-packages/hydra/_internal/config_loader_impl.py", line 715, in _merge_config raise MissingConfigException(msg, new_cfg, options) hydra.errors.MissingConfigException: Could not load dset/librimix. Available options: debug

Did I not install the dataset of librimix?