diff --git a/TTS/bin/remove_silence_using_vad.py b/TTS/bin/remove_silence_using_vad.py
index d73c0eda..d19e7787 100755
--- a/TTS/bin/remove_silence_using_vad.py
+++ b/TTS/bin/remove_silence_using_vad.py
@@ -4,15 +4,14 @@ import multiprocessing
 import os
 import pathlib
 
+import torch
 from tqdm import tqdm
 
 from TTS.utils.vad import get_vad_model_and_utils, remove_silence
 
-import torch
 torch.set_num_threads(1)
 
 
-
 def adjust_path_and_remove_silence(audio_path):
     output_path = audio_path.replace(os.path.join(args.input_dir, ""), os.path.join(args.output_dir, ""))
     # ignore if the file exists