config
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defaults:
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defaults:
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- model : Demucs
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- model : DCCRN
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- dataset : DNS-2020
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- dataset : Vctk
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- optimizer : Adam
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- optimizer : Adam
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- hyperparameters : default
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- hyperparameters : default
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- trainer : default
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- trainer : default
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duration : 2
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duration : 2
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stride : 1
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stride : 1
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sampling_rate: 16000
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sampling_rate: 16000
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batch_size: 128
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batch_size: 64
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min_valid_minutes : 25
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min_valid_minutes : 25
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files:
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files:
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train_clean : clean_trainset_28spk_wav
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train_clean : clean_trainset_28spk_wav
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loss : mae
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loss : si-snr
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metric : [si-sdr,stoi,pesq]
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metric : [stoi,pesq]
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lr : 0.0003
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lr : 0.001
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ReduceLr_patience : 100
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ReduceLr_patience : 10
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Early_stop : False
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Early_stop : False
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ReduceLr_factor : 0.1
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ReduceLr_factor : 0.1
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min_lr : 0.0000001
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min_lr : 0.0000001
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@ -23,7 +23,7 @@ limit_test_batches: 1.0
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limit_train_batches: 1.0
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limit_train_batches: 1.0
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limit_val_batches: 1.0
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limit_val_batches: 1.0
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log_every_n_steps: 50
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log_every_n_steps: 50
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max_epochs: 150
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max_epochs: 100
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max_steps: -1
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max_steps: -1
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max_time: null
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max_time: null
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min_epochs: 1
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min_epochs: 1
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