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project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-lstmsum-sig/05/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,026 | 33.865429 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-lstmsum-sig/04/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,026 | 33.865429 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-lstmsum-sig/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,026 | 33.865429 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-lstmsum-sig/06/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 15,025 | 33.944186 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-lstmsum-sig/03/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,026 | 33.865429 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-lstmsum-sig/02/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,026 | 33.865429 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-sig/05/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 13,817 | 34.430769 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-sig/04/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 13,817 | 34.430769 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-sig/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 13,817 | 34.430769 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-sig/06/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 13,817 | 34.430769 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-sig/03/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 13,817 | 34.430769 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-sig/02/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 13,817 | 34.430769 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-attention-oc/05/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,153 | 33.519362 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-attention-oc/04/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,153 | 33.519362 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-attention-oc/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,153 | 33.519362 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-attention-oc/06/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,153 | 33.519362 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-attention-oc/03/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,153 | 33.519362 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-attention-oc/02/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,153 | 33.519362 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-p2s/05/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,081 | 33.751152 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-p2s/04/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,081 | 33.751152 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-p2s/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,081 | 33.751152 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-p2s/06/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,081 | 33.751152 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-p2s/03/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,081 | 33.751152 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-p2s/02/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,081 | 33.751152 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-am/05/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,576 | 33.615556 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-am/04/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,576 | 33.615556 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-am/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,576 | 33.615556 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-am/06/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,576 | 33.615556 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-am/03/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,576 | 33.615556 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-am/02/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sand... | 15,576 | 33.615556 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/main.py | #!/usr/bin/env python
"""
main.py for project-NN-pytorch/projects
The training/inference process wrapper.
Dataset API is replaced with NII_MergeDataSetLoader.
It is more convenient to train model on corpora stored in different directories.
Requires model.py and config.py (config_merge_datasets.py)
Usage: $: python ... | 7,862 | 35.915493 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/config_train_asvspoof2019_bc10.py | #!/usr/bin/env python
"""
config.py for project-NN-pytorch/projects
Usage:
For training, change Configuration for training stage
For inference, change Configuration for inference stage
"""
import os
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2022, Xin Wang"
###############... | 3,891 | 32.843478 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/config_train_asvspoof2019_esp.py | #!/usr/bin/env python
"""
config.py for project-NN-pytorch/projects
Usage:
For training, change Configuration for training stage
For inference, change Configuration for inference stage
"""
import os
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2022, Xin Wang"
###############... | 3,895 | 32.878261 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/config_test_asvspoof2019.py | #!/usr/bin/env python
"""
config.py for project-NN-pytorch/projects
Usage:
For training, change Configuration for training stage
For inference, change Configuration for inference stage
"""
import os
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2022, Xin Wang"
################... | 3,592 | 30.243478 | 75 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/config_train_asvspoof2019.py | #!/usr/bin/env python
"""
config.py for project-NN-pytorch/projects
Usage:
For training, change Configuration for training stage
For inference, change Configuration for inference stage
"""
import os
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2022, Xin Wang"
###############... | 3,496 | 30.504505 | 75 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/config_test_vcc.py | #!/usr/bin/env python
"""
config.py for project-NN-pytorch/projects
Usage:
For training, change Configuration for training stage
For inference, change Configuration for inference stage
"""
import os
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2022, Xin Wang"
################... | 3,584 | 29.905172 | 75 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/Softmax-maxprob/config_train_asvspoof2019/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torchaudio
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as n... | 18,568 | 34.302281 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/AM-softmax-energy/config_train_asvspoof2019/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torchaudio
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as n... | 19,396 | 34.460695 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/AM-softmax-conf/config_train_asvspoof2019/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torchaudio
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as n... | 19,307 | 34.821892 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/AM-softmax-maxprob/config_train_asvspoof2019/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torchaudio
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as n... | 19,392 | 34.453382 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/Softmax-conf/config_train_asvspoof2019/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torchaudio
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as n... | 18,469 | 34.587669 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/Softmax-energy/config_train_asvspoof2019/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torchaudio
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as n... | 18,378 | 34.276392 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/Softmax-energy/config_train_asvspoof2019_bc10/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torchaudio
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as n... | 18,371 | 34.262956 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/06-asvspoof-ood/Softmax-energy/config_train_asvspoof2019_esp/01/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torchaudio
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as n... | 18,371 | 34.262956 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/blow/main.py | #!/usr/bin/env python
"""
main.py for project-NN-pytorch/projects
The training/inference process wrapper.
Dataset API is replaced with NII_MergeDataSetLoader.
It is more convenient to train model on corpora stored in different directories.
Requires model.py and config.py (config_merge_datasets.py)
Usage: $: python ... | 7,819 | 35.886792 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/blow/model.py | #!/usr/bin/env python
"""
model.py for Blow
version: 1
"""
from __future__ import absolute_import
from __future__ import print_function
import os
import sys
import time
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import core_scripts.other_tools.debug as nii... | 10,716 | 33.795455 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/waveglow/main.py | #!/usr/bin/env python
"""
main.py for project-NN-pytorch/projects
The training/inference process wrapper.
Dataset API is replaced with NII_MergeDataSetLoader.
It is more convenient to train model on corpora stored in different directories.
Requires model.py and config.py (config_merge_datasets.py)
Usage: $: python ... | 6,776 | 35.047872 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/waveglow/model.py | #!/usr/bin/env python
"""
model.py
waveglow is defined in sandbox.block_waveglow.
This file wrapps waveglow inside model() so that it can be used by the script.
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import time
import numpy as np
import torch
import torch.nn as ... | 7,385 | 33.353488 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/waveglow-2/main.py | #!/usr/bin/env python
"""
main.py for project-NN-pytorch/projects
The training/inference process wrapper.
Dataset API is replaced with NII_MergeDataSetLoader.
It is more convenient to train model on corpora stored in different directories.
Requires model.py and config.py (config_merge_datasets.py)
Usage: $: python ... | 6,776 | 35.047872 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/waveglow-2/model.py | #!/usr/bin/env python
"""
model.py
waveglow is defined in sandbox.block_waveglow.
This file wrapps waveglow inside model() so that it can be used by the script.
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import time
import numpy as np
import torch
import torch.nn as ... | 7,095 | 33.280193 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/wavenet/main.py | #!/usr/bin/env python
"""
main.py for project-NN-pytorch/projects
The training/inference process wrapper.
Dataset API is replaced with NII_MergeDataSetLoader.
It is more convenient to train model on corpora stored in different directories.
Requires model.py and config.py (config_merge_datasets.py)
Usage: $: python ... | 7,819 | 35.886792 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/wavenet/model.py | #!/usr/bin/env python
"""
model.py
wavenet is defined in sandbox.block_wavenet,
This file wrapps wavenet inside model() so that it can be used by the script.
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import time
import numpy as np
import torch
import torch.nn as tor... | 5,750 | 31.491525 | 77 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/ilpcnet/main.py | #!/usr/bin/env python
"""
main.py for project-NN-pytorch/projects
The training/inference process wrapper.
Dataset API is replaced with NII_MergeDataSetLoader.
It is more convenient to train model on corpora stored in different directories.
Requires model.py and config.py (config_merge_datasets.py)
Usage: $: python ... | 7,819 | 35.886792 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/ilpcnet/block_lpcnet.py | #!/usr/bin/env python
"""
"""
from __future__ import absolute_import
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import torch.nn.init as torch_init
import core_scripts.data_io.dsp_tools as nii_dsp_np
import sandbox.block_nn as nii_nn
import sand... | 28,731 | 33.575211 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/ilpcnet/model.py | #!/usr/bin/env python
"""
model.py for iLPCNet
version: 1
"""
from __future__ import absolute_import
from __future__ import print_function
import os
import sys
import time
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import core_scripts.other_tools.debug as ... | 5,573 | 28.807487 | 75 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/ilpcnet/config.py | #!/usr/bin/env python
"""
config.py
To merge different corpora (or just one corpus),
*_set_name are lists
*_list are lists of lists
*_dirs are lists of lists
"""
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2020, Xin Wang"
#####################################################... | 5,067 | 34.690141 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/hifigan/main.py | #!/usr/bin/env python
"""
main.py for project-NN-pytorch/projects
The default training/inference process wrapper
Requires model.py and config.py
Usage: $: python main.py [options]
"""
from __future__ import absolute_import
import os
import sys
import torch
import importlib
import core_scripts.data_io.default_data_io... | 8,338 | 35.574561 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/05-nn-vocoders/hifigan/model.py | #!/usr/bin/env python
"""
model.py for HiFiGAN
HifiGAN is based on code in from https://github.com/jik876/hifi-gan
HiFi-GAN: Generative Adversarial Networks for Efficient and
High Fidelity Speech Synthesis
By Jungil Kong, Jaehyeon Kim, Jaekyoung Bae
MIT License
Copyright (c) 2020 Jungil Kong
Permission is hereby ... | 19,494 | 33.565603 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/config_train_toyset_ID_2.py | #!/usr/bin/env python
"""
config.py for project-NN-pytorch/projects
Usage:
For training, change Configuration for training stage
For inference, change Configuration for inference stage
"""
import os
import pandas as pd
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2022, Xin Wa... | 6,753 | 31.009479 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/main.py | #!/usr/bin/env python
"""
main.py for project-NN-pytorch/projects
The training/inference process wrapper.
Dataset API is replaced with NII_MergeDataSetLoader.
It is more convenient to train model on corpora stored in different directories.
Requires model.py and config.py (config_merge_datasets.py)
Usage: $: python ... | 8,626 | 36.34632 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/config_train_toyset_ID_4.py | #!/usr/bin/env python
"""
config.py for project-NN-pytorch/projects
Usage:
For training, change Configuration for training stage
For inference, change Configuration for inference stage
"""
import os
import pandas as pd
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2022, Xin Wa... | 9,125 | 34.235521 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/config_train_toyset_ID_6.py | #!/usr/bin/env python
"""
config.py for project-NN-pytorch/projects
Usage:
For training, change Configuration for training stage
For inference, change Configuration for inference stage
"""
import os
import pandas as pd
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2022, Xin Wa... | 9,125 | 34.235521 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/config_train_toyset_ID_7.py | #!/usr/bin/env python
"""
config.py for project-NN-pytorch/projects
Usage:
For training, change Configuration for training stage
For inference, change Configuration for inference stage
"""
import os
import pandas as pd
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2022, Xin Wa... | 9,124 | 34.23166 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/model-ID-2/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 18,097 | 33.018797 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/model-ID-2/data_augment.py | #!/usr/bin/env python
"""Functions for data augmentation
These functions are written using Numpy.
They should be used before data are casted into torch.tensor.
For example, use them in config.py:input_trans_fns or output_trans_fns
"""
import os
import sys
import numpy as np
from core_scripts.other_tools import deb... | 1,311 | 29.511628 | 72 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/model-ID-6/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 18,709 | 33.142336 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/model-ID-6/data_augment.py | #!/usr/bin/env python
"""Functions for data augmentation
These functions are written using Numpy.
They should be used before data are casted into torch.tensor.
For example, use them in config.py:input_trans_fns or output_trans_fns
"""
import os
import sys
import numpy as np
from core_scripts.other_tools import deb... | 4,445 | 31.452555 | 78 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/model-ID-4/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 18,709 | 33.142336 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/model-ID-4/data_augment.py | #!/usr/bin/env python
"""Functions for data augmentation
These functions are written using Numpy.
They should be used before data are casted into torch.tensor.
For example, use them in config.py:input_trans_fns or output_trans_fns
"""
import os
import sys
import numpy as np
from core_scripts.other_tools import deb... | 4,445 | 31.452555 | 78 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/model-ID-7/model.py | #!/usr/bin/env python
"""
model.py
Self defined model definition.
Usage:
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
import sandbox.block_nn as nii_nn
import sandb... | 18,709 | 33.142336 | 79 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/09-asvspoof-vocoded-trn/model-ID-7/data_augment.py | #!/usr/bin/env python
"""Functions for data augmentation
These functions are written using Numpy.
They should be used before data are casted into torch.tensor.
For example, use them in config.py:input_trans_fns or output_trans_fns
"""
import os
import sys
import numpy as np
from core_scripts.other_tools import deb... | 4,445 | 31.452555 | 78 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/core_modules/a_softmax.py | #!/usr/bin/env python
"""
a_softmax layers
copied from https://github.com/Joyako/SphereFace-pytorch
"""
from __future__ import print_function
from collections import OrderedDict
import numpy as np
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_f
from torch.nn import Parameter
__autho... | 5,663 | 30.120879 | 75 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/core_modules/p2sgrad.py | #!/usr/bin/env python
"""
P2sGrad:
Zhang, X. et al. P2sgrad: Refined gradients for optimizing deep face models.
in Proc. CVPR 9906-9914, 2019
I think the grad defined in Eq.(11) is equivalent to define a MSE loss with 0
or 1 as target:
\mathcal{L}_i = \sum_{j=1}^{K} (\cos\theta_{i,j} - \delta(j == y_i))^2
The dif... | 3,964 | 27.52518 | 77 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/core_modules/am_softmax.py | #!/usr/bin/env python
"""
additive margin softmax layers
Wang, F., Cheng, J., Liu, W. & Liu, H.
Additive margin softmax for face verification. IEEE Signal Process. Lett. 2018
"""
from __future__ import print_function
from collections import OrderedDict
import numpy as np
import torch
import torch.nn as torch_nn
im... | 4,893 | 28.305389 | 78 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/core_modules/grad_rev.py | #!/usr/bin/env python
"""
grad_rev.py
Definition of gradient reverse layer
Copied from https://cyberagent.ai/blog/research/11863/
"""
from __future__ import absolute_import
from __future__ import print_function
import sys
import torch
import torch.nn as torch_nn
import torch.nn.functional as torch_nn_func
__author_... | 1,078 | 22.977778 | 60 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/core_modules/oc_softmax.py | #!/usr/bin/env python
"""
one class
One-class learning towards generalized voice spoofing detection
Zhang, You and Jiang, Fei and Duan, Zhiyao
arXiv preprint arXiv:2010.13995
"""
from __future__ import print_function
from collections import OrderedDict
import numpy as np
import torch
import torch.nn as torch_nn
impo... | 3,886 | 28.007463 | 76 | py |
matscipy | matscipy-master/matscipy/cli/electrochemistry/pnp.py | #!/usr/bin/env python3
# PYTHON_ARGCOMPLETE_OK
# ======================================================================
# matscipy - Python materials science tools
# https://github.com/libAtoms/matscipy
#
# Copyright (2019) Johannes Hoermann, University of Freiburg
#
# This program is free software: you can redistribut... | 10,487 | 38.577358 | 91 | py |
matscipy | matscipy-master/docs/conf.py | # -*- coding: utf-8 -*-
#
# matscipy documentation build configuration file, created by
# sphinx-quickstart on Sun May 17 16:40:20 2015.
#
# This file is execfile()d with the current directory set to its
# containing dir.
#
# Note that not all possible configuration values are present in this
# autogenerated file.
#
# ... | 8,929 | 29.793103 | 83 | py |
EfficientDet | EfficientDet-master/initializers.py | """
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in w... | 1,177 | 27.731707 | 104 | py |
EfficientDet | EfficientDet-master/losses.py | """
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in w... | 7,520 | 39.005319 | 150 | py |
EfficientDet | EfficientDet-master/callbacks.py | from tensorflow.keras.callbacks import Callback
import tensorflow.keras.backend as K
import numpy as np
class CosineAnnealingScheduler(Callback):
def __init__(self, cycle_iterations, min_lr, t_mu=2, start_iteration=0):
self.iteration_id = 0
self.start_iteration = start_iteration
self.cycle... | 2,830 | 36.746667 | 104 | py |
EfficientDet | EfficientDet-master/efficientnet.py | # Copyright 2019 The TensorFlow Authors, Pavel Yakubovskiy, Björn Barz. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0... | 24,768 | 42.001736 | 109 | py |
EfficientDet | EfficientDet-master/model.py | from functools import reduce
# from keras import layers
# from keras import initializers
# from keras import models
# from keras_ import EfficientNetB0, EfficientNetB1, EfficientNetB2
# from keras_ import EfficientNetB3, EfficientNetB4, EfficientNetB5, EfficientNetB6
import tensorflow as tf
from tensorflow.keras impo... | 29,621 | 61.362105 | 125 | py |
EfficientDet | EfficientDet-master/layers.py | # import keras
from tensorflow import keras
import tensorflow as tf
class BatchNormalization(keras.layers.BatchNormalization):
"""
Identical to keras.layers.BatchNormalization, but adds the option to freeze parameters.
"""
def __init__(self, freeze, *args, **kwargs):
self.freeze = freeze
... | 14,393 | 36.978892 | 135 | py |
EfficientDet | EfficientDet-master/tfkeras.py | from utils import inject_tfkeras_modules, init_tfkeras_custom_objects
import efficientnet as model
EfficientNetB0 = inject_tfkeras_modules(model.EfficientNetB0)
EfficientNetB1 = inject_tfkeras_modules(model.EfficientNetB1)
EfficientNetB2 = inject_tfkeras_modules(model.EfficientNetB2)
EfficientNetB3 = inject_tfkeras_mo... | 694 | 42.4375 | 69 | py |
EfficientDet | EfficientDet-master/freeze_model.py | from model import efficientdet
import cv2
import os
import numpy as np
import time
from utils import preprocess_image
import tensorflow as tf
from tensorflow.keras import backend as K
os.environ['CUDA_VISIBLE_DEVICES'] = '0'
def freeze_session(session, keep_var_names=None, output_names=None, clear_devices=True):
... | 2,011 | 38.45098 | 122 | py |
EfficientDet | EfficientDet-master/train.py | """
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in w... | 14,180 | 36.123037 | 120 | py |
EfficientDet | EfficientDet-master/keras_.py | from utils import inject_keras_modules, init_keras_custom_objects
import efficientnet as model
EfficientNetB0 = inject_keras_modules(model.EfficientNetB0)
EfficientNetB1 = inject_keras_modules(model.EfficientNetB1)
EfficientNetB2 = inject_keras_modules(model.EfficientNetB2)
EfficientNetB3 = inject_keras_modules(model.... | 670 | 40.9375 | 65 | py |
EfficientDet | EfficientDet-master/generators/common.py | import numpy as np
import random
import warnings
import cv2
from tensorflow import keras
from utils.anchors import anchors_for_shape, anchor_targets_bbox, AnchorParameters
class Generator(keras.utils.Sequence):
"""
Abstract generator class.
"""
def __init__(
self,
phi=0,
... | 18,975 | 38.045267 | 145 | py |
EfficientDet | EfficientDet-master/generators/csv_.py | """
Copyright 2017-2018 yhenon (https://github.com/yhenon/)
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-... | 13,347 | 36.389356 | 131 | py |
EfficientDet | EfficientDet-master/eval/pascal.py | """
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in w... | 3,989 | 36.641509 | 118 | py |
EfficientDet | EfficientDet-master/eval/coco.py | """
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in w... | 7,327 | 37.772487 | 117 | py |
EfficientDet | EfficientDet-master/augmentor/transform.py | """
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in w... | 16,261 | 30.034351 | 137 | py |
EfficientDet | EfficientDet-master/utils/anchors.py | # import keras
import numpy as np
from tensorflow import keras
from utils.compute_overlap import compute_overlap
class AnchorParameters:
"""
The parameters that define how anchors are generated.
Args
sizes : List of sizes to use. Each size corresponds to one feature level.
strides : List... | 13,034 | 35.615169 | 119 | py |
EfficientDet | EfficientDet-master/utils/visualization.py | """
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in w... | 4,112 | 37.439252 | 136 | py |
EfficientDet | EfficientDet-master/utils/image.py | """
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in w... | 11,667 | 30.281501 | 137 | py |
EfficientDet | EfficientDet-master/utils/transform.py | """
Copyright 2017-2018 Fizyr (https://fizyr.com)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in w... | 10,565 | 32.01875 | 117 | py |
EfficientDet | EfficientDet-master/utils/__init__.py | # Copyright 2019 The TensorFlow Authors, Pavel Yakubovskiy. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | 5,843 | 30.934426 | 83 | py |
MNC | MNC-master/tools/test_net.py | #!/usr/bin/env python
# --------------------------------------------------------
# Multitask Network Cascade
# Modified from py-faster-rcnn (https://github.com/rbgirshick/py-faster-rcnn)
# Copyright (c) 2016, Haozhi Qi
# Licensed under The MIT License [see LICENSE for details]
# ---------------------------------------... | 2,755 | 31.423529 | 81 | py |
MNC | MNC-master/tools/_init_paths.py |
import os.path
import sys
"""
Add lib paths and caffe path to system search path
"""
def add_path(path):
if path not in sys.path:
sys.path.insert(0, path)
cur_dir = os.path.dirname(__file__)
# Add caffe python to PYTHONPATH
caffe_path = os.path.join(cur_dir, '..', 'caffe-mnc', 'python')
add_path(caffe... | 417 | 17.173913 | 63 | py |
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