diff --git a/inference.sh b/inference.sh
new file mode 100644
index 0000000..35bcb63
--- /dev/null
+++ b/inference.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+module load anaconda
+
+source activate /scratch/work/molinee2/conda_envs/unet_env
+
+
+python inference.py path_experiment="experiments/trained_model" inference.audio=$1
+
diff --git a/train.sh b/train.sh
new file mode 100644
index 0000000..50f990b
--- /dev/null
+++ b/train.sh
@@ -0,0 +1,12 @@
+#!/bin/bash
+
+module load anaconda
+#module load matlab/r2020b
+#
+source activate /scratch/work/molinee2/conda_envs/unet_env
+
+n=1
+PATH_EXPERIMENT=/scratch/work/molinee2/unet_dir/unet_denoising_github/experiments/${n}
+mkdir $PATH_EXPERIMENT
+
+python  train.py path_experiment="$PATH_EXPERIMENT"  epochs=150 freq_inference=50 batch_size=2 steps_per_epoch=2000