repo stringlengths 1 99 | file stringlengths 13 215 | code stringlengths 12 59.2M | file_length int64 12 59.2M | avg_line_length float64 3.82 1.48M | max_line_length int64 12 2.51M | extension_type stringclasses 1
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|---|---|---|---|---|---|---|
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/01-nsf/hn-sinc-nsf-9/model.py | #!/usr/bin/env python
"""
model.py for harmonic-plus-noise NSF with trainable sinc filter
version: 9
"""
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 core_scripts.... | 39,990 | 38.713009 | 77 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/01-nsf/hn-sinc-nsf-9/config.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
"""
__author__ = "Xin Wang"
__email__ = "wangxin@nii.ac.jp"
__copyright__ = "Copyright 2020, Xin Wang"
#########################... | 3,430 | 32.31068 | 75 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/01_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.other_tools.display as ... | 6,513 | 34.595628 | 74 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/03_fuse_score_evaluate.py | #!/usr/bin/python
"""
Wrapper to fuse score and compute EER and min tDCF
Simple score averaging.
Usage:
python 03_fuse_score_evaluate.py log_output_testset_1 log_output_testset_2 ...
The log_output_testset is produced by the pytorch code, for
example, ./lfcc-lcnn-lstmsum-am/01/__pretrained/log_output_testset
It has... | 2,584 | 31.3125 | 78 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/01_config.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 2020, Xin Wang"
###############... | 3,334 | 30.462264 | 75 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/01_config_rawnet.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 2020, Xin Wang"
###############... | 3,336 | 30.481132 | 75 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/02_evaluate.py | #!/usr/bin/python
"""
Wrapper to parse the score file and compute EER and min tDCF
Usage:
python 00_evaluate.py log_output_testset
The log_output_testset is produced by the pytorch code, for
example, ./lfcc-lcnn-lstmsum-am/01/__pretrained/log_output_testset
It has information like:
...
Generating 71230,LA_E_9999427... | 1,514 | 27.055556 | 75 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/01_main_rawnet.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.other_tools.display as ... | 6,533 | 34.704918 | 76 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-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 sandb... | 14,347 | 34.691542 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-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 sandb... | 14,347 | 34.691542 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-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 sandb... | 14,347 | 34.691542 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-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 sandb... | 14,347 | 34.691542 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-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 sandb... | 14,347 | 34.691542 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-fixed-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 sandb... | 14,347 | 34.691542 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 15,207 | 33.642369 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 15,207 | 33.642369 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 15,207 | 33.642369 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 15,207 | 33.642369 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 15,207 | 33.642369 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 15,207 | 33.642369 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-oc/05/model.py | #!/usr/bin/env python
"""
model.py
1;95;0cSelf 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
impo... | 15,313 | 34.367206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-oc/04/model.py | #!/usr/bin/env python
"""
model.py
1;95;0cSelf 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
impo... | 15,313 | 34.367206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-oc/01/model.py | #!/usr/bin/env python
"""
model.py
1;95;0cSelf 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
impo... | 15,313 | 34.367206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-oc/06/model.py | #!/usr/bin/env python
"""
model.py
1;95;0cSelf 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
impo... | 15,313 | 34.367206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-oc/03/model.py | #!/usr/bin/env python
"""
model.py
1;95;0cSelf 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
impo... | 15,313 | 34.367206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-oc/02/model.py | #!/usr/bin/env python
"""
model.py
1;95;0cSelf 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
impo... | 15,313 | 34.367206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 14,979 | 33.675926 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 14,979 | 33.675926 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 14,979 | 33.675926 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 14,979 | 33.675926 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 14,979 | 33.675926 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-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... | 14,979 | 33.675926 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 15,147 | 33.349206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 15,147 | 33.349206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 15,147 | 33.349206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 15,147 | 33.349206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 15,147 | 33.349206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 15,147 | 33.349206 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-lstmsum-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... | 15,459 | 33.89842 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-lstmsum-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... | 15,459 | 33.89842 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-lstmsum-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... | 15,459 | 33.89842 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-lstmsum-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... | 15,459 | 33.89842 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-lstmsum-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... | 15,459 | 33.89842 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfcc-lcnn-lstmsum-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... | 15,459 | 33.89842 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,629 | 34.123596 | 90 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,629 | 34.123596 | 90 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,629 | 34.123596 | 90 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,629 | 34.123596 | 90 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,629 | 34.123596 | 90 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,629 | 34.123596 | 90 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 14,697 | 33.421546 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 14,697 | 33.421546 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 14,697 | 33.421546 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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 sand... | 14,697 | 33.421546 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 14,697 | 33.421546 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-attention-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... | 14,697 | 33.421546 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-fixed-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... | 15,800 | 34.587838 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-fixed-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... | 15,800 | 34.587838 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-fixed-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... | 15,800 | 34.587838 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-fixed-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... | 15,800 | 34.587838 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-fixed-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... | 15,800 | 34.587838 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-lcnn-fixed-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... | 15,800 | 34.587838 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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 sand... | 15,079 | 34.233645 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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 sand... | 15,079 | 34.233645 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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 sand... | 15,079 | 34.233645 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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 sand... | 15,079 | 34.233645 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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 sand... | 15,079 | 34.233645 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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 sand... | 15,079 | 34.233645 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-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... | 15,262 | 34.331019 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-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... | 15,262 | 34.331019 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-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... | 15,262 | 34.331019 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-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... | 15,262 | 34.331019 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-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... | 15,262 | 34.331019 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-fixed-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... | 15,262 | 34.331019 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,561 | 33.970787 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,561 | 33.970787 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,561 | 33.970787 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,561 | 33.970787 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,561 | 33.970787 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-lstmsum-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... | 15,561 | 33.970787 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-attention-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 sandb... | 14,863 | 33.487239 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-attention-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 sandb... | 14,863 | 33.487239 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-attention-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 sandb... | 14,863 | 33.487239 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-attention-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 sandb... | 14,863 | 33.487239 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-attention-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 sandb... | 14,863 | 33.487239 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/lfb-lcnn-attention-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 sandb... | 14,863 | 33.487239 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/rawnet2/05/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 torchaudio
import torch.nn.functional as torch_nn_func
import core_scripts.other_to... | 6,838 | 32.038647 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/rawnet2/04/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 torchaudio
import torch.nn.functional as torch_nn_func
import core_scripts.other_to... | 6,838 | 32.038647 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/rawnet2/01/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 core_scripts.other_to... | 6,838 | 32.038647 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/rawnet2/06/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 torchaudio
import torch.nn.functional as torch_nn_func
import core_scripts.other_to... | 6,838 | 32.038647 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/rawnet2/03/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 torchaudio
import torch.nn.functional as torch_nn_func
import core_scripts.other_to... | 6,838 | 32.038647 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/rawnet2/02/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 torchaudio
import torch.nn.functional as torch_nn_func
import core_scripts.other_to... | 6,838 | 32.038647 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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... | 15,526 | 33.504444 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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... | 15,526 | 33.504444 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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... | 15,526 | 33.504444 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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... | 15,526 | 33.504444 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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... | 15,526 | 33.504444 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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... | 15,526 | 33.504444 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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... | 15,414 | 33.640449 | 80 | py |
project-NN-Pytorch-scripts | project-NN-Pytorch-scripts-master/project/03-asvspoof-mega/spec2-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... | 15,414 | 33.640449 | 80 | py |
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