diff --git a/src/preprocessing/classify.py b/src/preprocessing/classify.py
index 59eadd6..05363dc 100644
--- a/src/preprocessing/classify.py
+++ b/src/preprocessing/classify.py
@@ -3,6 +3,11 @@ import tensorflow_hub as hub
 import librosa
 import numpy as np
 import csv
+import os
+
+# Disable CUDA
+os.environ["CUDA_VISIBLE_DEVICES"] = "-1"
+
 
 model = hub.load('https://tfhub.dev/google/yamnet/1')