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Added new config for processing until 16kHz

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romi1502
2019-12-27 14:34:27 +01:00
parent 3c6b794ccf
commit fc1e3d9a2f
4 changed files with 91 additions and 1 deletions
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2
setup.py
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@@ -14,7 +14,7 @@ __license__ = 'MIT License'
# Default project values. # Default project values.
project_name = 'spleeter' project_name = 'spleeter'
project_version = '1.4.8' project_version = '1.4.9'
tensorflow_dependency = 'tensorflow' tensorflow_dependency = 'tensorflow'
tensorflow_version = '1.14.0' tensorflow_version = '1.14.0'
here = path.abspath(path.dirname(__file__)) here = path.abspath(path.dirname(__file__))

28
spleeter/resources/2stems-16kHz.json Normal file
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@@ -0,0 +1,28 @@
{
"train_csv": "path/to/train.csv",
"validation_csv": "path/to/test.csv",
"model_dir": "2stems",
"mix_name": "mix",
"instrument_list": ["vocals", "accompaniment"],
"sample_rate":44100,
"frame_length":4096,
"frame_step":1024,
"T":512,
"F":1536,
"n_channels":2,
"separation_exponent":2,
"mask_extension":"zeros",
"learning_rate": 1e-4,
"batch_size":4,
"training_cache":"training_cache",
"validation_cache":"validation_cache",
"train_max_steps": 1000000,
"throttle_secs":300,
"random_seed":0,
"save_checkpoints_steps":150,
"save_summary_steps":5,
"model":{
"type":"unet.unet",
"params":{}
}
}

31
spleeter/resources/4stems-16kHz.json Normal file
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@@ -0,0 +1,31 @@
{
"train_csv": "path/to/train.csv",
"validation_csv": "path/to/val.csv",
"model_dir": "4stems",
"mix_name": "mix",
"instrument_list": ["vocals", "drums", "bass", "other"],
"sample_rate":44100,
"frame_length":4096,
"frame_step":1024,
"T":512,
"F":1536,
"n_channels":2,
"separation_exponent":2,
"mask_extension":"zeros",
"learning_rate": 1e-4,
"batch_size":4,
"training_cache":"training_cache",
"validation_cache":"validation_cache",
"train_max_steps": 1500000,
"throttle_secs":600,
"random_seed":3,
"save_checkpoints_steps":300,
"save_summary_steps":5,
"model":{
"type":"unet.unet",
"params":{
"conv_activation":"ELU",
"deconv_activation":"ELU"
}
}
}

31
spleeter/resources/5stems-16kHz.json Normal file
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@@ -0,0 +1,31 @@
{
"train_csv": "path/to/train.csv",
"validation_csv": "path/to/test.csv",
"model_dir": "5stems",
"mix_name": "mix",
"instrument_list": ["vocals", "piano", "drums", "bass", "other"],
"sample_rate":44100,
"frame_length":4096,
"frame_step":1024,
"T":512,
"F":1536,
"n_channels":2,
"separation_exponent":2,
"mask_extension":"zeros",
"learning_rate": 1e-4,
"batch_size":4,
"training_cache":"training_cache",
"validation_cache":"validation_cache",
"train_max_steps": 2500000,
"throttle_secs":600,
"random_seed":8,
"save_checkpoints_steps":300,
"save_summary_steps":5,
"model":{
"type":"unet.softmax_unet",
"params":{
"conv_activation":"ELU",
"deconv_activation":"ELU"
}
}
}