diff --git a/src/transformers/models/whisper/convert_openai_to_hf.py b/src/transformers/models/whisper/convert_openai_to_hf.py
index 763511291a9ccd..8d29a8434acde4 100755
--- a/src/transformers/models/whisper/convert_openai_to_hf.py
+++ b/src/transformers/models/whisper/convert_openai_to_hf.py
@@ -330,7 +330,7 @@ def convert_tiktoken_to_hf(
 if __name__ == "__main__":
     parser = argparse.ArgumentParser()
     # # Required parameters
-    parser.add_argument("--checkpoint_path", type=str, help="Patht to the downloaded checkpoints")
+    parser.add_argument("--checkpoint_path", type=str, help="Path to the downloaded checkpoints")
     parser.add_argument("--pytorch_dump_folder_path", default=None, type=str, help="Path to the output PyTorch model.")
     parser.add_argument(
         "--convert_preprocessor",