diff --git a/faster_whisper/utils.py b/faster_whisper/utils.py
index 4b5e290..950b0da 100644
--- a/faster_whisper/utils.py
+++ b/faster_whisper/utils.py
@@ -68,7 +68,7 @@ def download_model(
         "config.json",
         "model.bin",
         "tokenizer.json",
-        "vocabulary.txt",
+        "vocabulary.*",
     ]
 
     kwargs = {