diff --git a/enhancer/cli/train_config/config.yaml b/enhancer/cli/train_config/config.yaml index 9c464ac..77877c6 100644 --- a/enhancer/cli/train_config/config.yaml +++ b/enhancer/cli/train_config/config.yaml @@ -1,6 +1,6 @@ defaults: - - model : Demucs - - dataset : DNS-2020 + - model : DCCRN + - dataset : Vctk - optimizer : Adam - hyperparameters : default - trainer : default diff --git a/enhancer/cli/train_config/hyperparameters/default.yaml b/enhancer/cli/train_config/hyperparameters/default.yaml index 70ce38a..80fb033 100644 --- a/enhancer/cli/train_config/hyperparameters/default.yaml +++ b/enhancer/cli/train_config/hyperparameters/default.yaml @@ -1,8 +1,8 @@ -loss : mae -metric : [stoi,pesq,si-sdr] -lr : 0.003 -ReduceLr_patience : 1000 +loss : si-snr +metric : [stoi,pesq] +lr : 0.001 +ReduceLr_patience : 10 Early_stop : False -ReduceLr_factor : 0.5 +ReduceLr_factor : 0.2 min_lr : 0.0000001 EarlyStopping_patience : 10 diff --git a/enhancer/cli/train_config/trainer/default.yaml b/enhancer/cli/train_config/trainer/default.yaml index 24ca49d..06f7fd0 100644 --- a/enhancer/cli/train_config/trainer/default.yaml +++ b/enhancer/cli/train_config/trainer/default.yaml @@ -23,7 +23,7 @@ limit_test_batches: 1.0 limit_train_batches: 1.0 limit_val_batches: 1.0 log_every_n_steps: 50 -max_epochs: 150 +max_epochs: 100 max_steps: -1 max_time: 00:47:00:00 min_epochs: 1