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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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hydra.errors.MissingConfigException: Could not load hydra/hydra_logging/colorlog #4

Closed kaka2makaka closed 3 years ago

kaka2makaka commented 3 years ago

Hi!

I am facing this error when running train.py on debug data.

Full error (venv_s) noev@pd02-dgx-002:~/svoice$ HYDRA_FULL_ERROR=1 python train.py Traceback (most recent call last): File "train.py", line 126, in <module> main() File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/main.py", line 37, in decorated_main strict=strict, File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/_internal/utils.py", line 347, in _run_hydra lambda: hydra.run( File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/_internal/utils.py", line 201, in run_and_report raise ex File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/_internal/utils.py", line 198, in run_and_report return func() File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/_internal/utils.py", line 350, in <lambda> overrides=args.overrides, File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/_internal/hydra.py", line 104, in run run_mode=RunMode.RUN, File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/_internal/hydra.py", line 512, in compose_config from_shell=from_shell, File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/_internal/config_loader_impl.py", line 156, in load_configuration from_shell=from_shell, File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/_internal/config_loader_impl.py", line 262, in _load_configuration run_mode=run_mode, File "/home/noev/venv_s/lib/python3.7/site-packages/hydra/_internal/config_loader_impl.py", line 804, in _merge_defaults_into_config hydra_cfg = merge_defaults_list_into_config(hydra_cfg, system_list) File "/home/noev/venv_s/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/noev/venv_s/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 hydra/hydra_logging/colorlog

How can I solve it?

Thanks!

adiyoss commented 3 years ago

Hi @kaka2makaka, It seems like a hydra-colorlog plugin issue, did you install the hydra-colorlog properly? You can see here: https://hydra.cc/docs/plugins/colorlog/

kaka2makaka commented 3 years ago

(venv_s) noev@pd02-dgx-002:~/svoice$ pip install -r requirements.txt Looking in indexes: http://mirror.sigma.sbrf.ru/pypi/simple, http://tkle-mess0058.vm.esrt.cloud.sbrf.ru:9090/simple Requirement already satisfied: pesq==0.0.1 in /home/noev/venv_s/lib/python3.7/site-packages (from -r requirements.txt (line 1)) (0.0.1) Requirement already satisfied: numpy==1.19.4 in /home/noev/venv_s/lib/python3.7/site-packages (from -r requirements.txt (line 2)) (1.19.4) Requirement already satisfied: tqdm==4.51.0 in /home/noev/venv_s/lib/python3.7/site-packages (from -r requirements.txt (line 3)) (4.51.0) Requirement already satisfied: hydra_core==1.0.3 in /home/noev/venv_s/lib/python3.7/site-packages (from -r requirements.txt (line 4)) (1.0.3) Requirement already satisfied: hydra_colorlog==1.0.0 in /home/noev/venv_s/lib/python3.7/site-packages (from -r requirements.txt (line 5)) (1.0.0) Requirement already satisfied: pystoi==0.3.3 in /home/noev/venv_s/lib/python3.7/site-packages (from -r requirements.txt (line 6)) (0.3.3) Requirement already satisfied: torchaudio==0.6.0 in /home/noev/venv_s/lib/python3.7/site-packages (from -r requirements.txt (line 7)) (0.6.0) Requirement already satisfied: librosa==0.7.1 in /home/noev/venv_s/lib/python3.7/site-packages (from -r requirements.txt (line 8)) (0.7.1) Requirement already satisfied: numba==0.48 in /home/noev/venv_s/lib/python3.7/site-packages (from -r requirements.txt (line 9)) (0.48.0) Requirement already satisfied: colorlog in /home/noev/venv_s/lib/python3.7/site-packages (from hydra_colorlog==1.0.0->-r requirements.txt (line 5)) (4.6.2) Requirement already satisfied: importlib-resources in /home/noev/venv_s/lib/python3.7/site-packages (from hydra_core==1.0.3->-r requirements.txt (line 4)) (1.0.2) Requirement already satisfied: antlr4-python3-runtime==4.8 in /home/noev/venv_s/lib/python3.7/site-packages (from hydra_core==1.0.3->-r requirements.txt (line 4)) (4.8) Requirement already satisfied: omegaconf>=2.0.2 in /home/noev/venv_s/lib/python3.7/site-packages (from hydra_core==1.0.3->-r requirements.txt (line 4)) (2.1.0.dev14) Requirement already satisfied: decorator>=3.0.0 in /home/noev/venv_s/lib/python3.7/site-packages (from librosa==0.7.1->-r requirements.txt (line 8)) (4.4.2) Requirement already satisfied: joblib>=0.12 in /home/noev/venv_s/lib/python3.7/site-packages (from librosa==0.7.1->-r requirements.txt (line 8)) (1.0.0) Requirement already satisfied: scikit-learn!=0.19.0,>=0.14.0 in /home/noev/venv_s/lib/python3.7/site-packages (from librosa==0.7.1->-r requirements.txt (line 8)) (0.24.0) Requirement already satisfied: resampy>=0.2.2 in /home/noev/venv_s/lib/python3.7/site-packages (from librosa==0.7.1->-r requirements.txt (line 8)) (0.2.2) Requirement already satisfied: scipy>=1.0.0 in /home/noev/venv_s/lib/python3.7/site-packages (from librosa==0.7.1->-r requirements.txt (line 8)) (1.5.4) Requirement already satisfied: audioread>=2.0.0 in /home/noev/venv_s/lib/python3.7/site-packages (from librosa==0.7.1->-r requirements.txt (line 8)) (2.1.9) Requirement already satisfied: six>=1.3 in /home/noev/venv_s/lib/python3.7/site-packages (from librosa==0.7.1->-r requirements.txt (line 8)) (1.15.0) Requirement already satisfied: soundfile>=0.9.0 in /home/noev/venv_s/lib/python3.7/site-packages (from librosa==0.7.1->-r requirements.txt (line 8)) (0.10.3.post1) Requirement already satisfied: setuptools in /home/noev/venv_s/lib/python3.7/site-packages (from numba==0.48->-r requirements.txt (line 9)) (51.1.0.post20201221) Requirement already satisfied: llvmlite<0.32.0,>=0.31.0dev0 in /home/noev/venv_s/lib/python3.7/site-packages (from numba==0.48->-r requirements.txt (line 9)) (0.31.0) Requirement already satisfied: torch==1.6.0 in /home/noev/venv_s/lib/python3.7/site-packages (from torchaudio==0.6.0->-r requirements.txt (line 7)) (1.6.0) Requirement already satisfied: future in /home/noev/venv_s/lib/python3.7/site-packages (from torch==1.6.0->torchaudio==0.6.0->-r requirements.txt (line 7)) (0.18.2) Requirement already satisfied: typing-extensions in /home/noev/venv_s/lib/python3.7/site-packages (from omegaconf>=2.0.2->hydra_core==1.0.3->-r requirements.txt (line 4)) (3.7.4.3) Requirement already satisfied: PyYAML>=5.1.* in /home/noev/venv_s/lib/python3.7/site-packages (from omegaconf>=2.0.2->hydra_core==1.0.3->-r requirements.txt (line 4)) (5.3.1) Requirement already satisfied: threadpoolctl>=2.0.0 in /home/noev/venv_s/lib/python3.7/site-packages (from scikit-learn!=0.19.0,>=0.14.0->librosa==0.7.1->-r requirements.txt (line 8)) (2.1.0) Requirement already satisfied: cffi>=1.0 in /home/noev/venv_s/lib/python3.7/site-packages (from soundfile>=0.9.0->librosa==0.7.1->-r requirements.txt (line 8)) (1.14.4) Requirement already satisfied: pycparser in /home/noev/venv_s/lib/python3.7/site-packages (from cffi>=1.0->soundfile>=0.9.0->librosa==0.7.1->-r requirements.txt (line 8)) (2.20) I got all requirements but it seems like hydra does not see color log package :(

adiyoss commented 3 years ago

That is strange...are you using python 3.7?

kaka2makaka commented 3 years ago

yes, in venv

omry commented 3 years ago

can you provide minimal repro instructions for your problem? (including the environment setup)

kaka2makaka commented 3 years ago

I installed requirements using .whl files, maybe its the problem

kaka2makaka commented 3 years ago 
pip freeze
antlr4-python3-runtime==4.8
audioread==2.1.9
cffi==1.14.4
colorlog==4.6.2
Cython==0.29.21
decorator==4.4.2
future==0.18.2
hydra-colorlog @ file:///home/noev/hydra_colorlog-1.0.0-py3-none-any.whl
hydra-core==1.0.3
importlib-resources==1.0.2
joblib==1.0.0
librosa==0.7.1
llvmlite==0.31.0
numba==0.48.0
numpy==1.19.4
omegaconf==2.1.0.dev14
pesq @ file:///home/noev/packs/pesq-0.0.1
Pillow==8.0.1
pkg-resources==0.0.0
pycparser==2.20
pystoi @ file:///home/noev/packs/pystoi-0.3.3
PyYAML==5.3.1
resampy==0.2.2
scikit-learn==0.24.0
scipy==1.5.4
six==1.15.0
SoundFile==0.10.3.post1
threadpoolctl==2.1.0
torch==1.6.0
torchaudio @ file:///home/noev/packs/torchaudio-0.6.0-cp37-cp37m-manylinux1_x86_64.whl
torchvision==0.7.0
tqdm @ file:///home/noev/packs/tqdm-4.51.0-py2.py3-none-any.whl
typing-extensions==3.7.4.3
omry commented 3 years ago

Try to re-create the environment from scratch. If it still happens provide precise instructions to re-create your environment.

Side note:

  1. Please upgrade hydra-core 1.0.5.
  2. Please do not mix OmegaConf 2.1 with Hydra 1.0 (they are not tested together and are not guaranteed to be compatible).
kaka2makaka commented 3 years ago

OK, solved with just removing some colorlog related from config