diff --git a/_paramters.py b/_paramters.py
index 9d54918..dbf0144 100644
--- a/_paramters.py
+++ b/_paramters.py
@@ -33,7 +33,7 @@ main_arg_parser.add_argument("--data_mixup", type=strtobool, default=False, help
 main_arg_parser.add_argument("--data_loudness_ratio", type=float, default=0, help="")  # 0.4
 main_arg_parser.add_argument("--data_shift_ratio", type=float, default=0, help="")  # 0.3
 main_arg_parser.add_argument("--data_noise_ratio", type=float, default=0, help="")  # 0.4
-main_arg_parser.add_argument("--data_mask_ratio", type=float, default=0.2, help="")  # 0.2
+main_arg_parser.add_argument("--data_mask_ratio", type=float, default=0, help="")  # 0.2
 main_arg_parser.add_argument("--data_speed_ratio", type=float, default=0.3, help="")  # 0.3
 main_arg_parser.add_argument("--data_speed_factor", type=float, default=0.7, help="")  # 0.7
 
diff --git a/main.py b/main.py
index d429e69..3d17f8f 100644
--- a/main.py
+++ b/main.py
@@ -20,6 +20,15 @@ warnings.filterwarnings('ignore', category=FutureWarning)
 warnings.filterwarnings('ignore', category=UserWarning)
 
 
+def fix_all_random_seeds(config_obj):
+    import numpy as np
+    import torch
+    import random
+    np.random.seed(config.main.seed)
+    torch.manual_seed(config.main.seed)
+    random.seed(config.main.seed)
+
+
 def run_lightning_loop(config_obj):
 
     # Logging
@@ -124,4 +133,5 @@ if __name__ == "__main__":
     from _paramters import main_arg_parser
 
     config = MConfig.read_argparser(main_arg_parser)
+    fix_all_random_seeds(config)
     trained_model = run_lightning_loop(config)