diff --git a/requirements.txt b/requirements.txt
index caaa730..8f1aabd 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,6 @@
 torch>=2
 torchaudio>=2
-faster-whisper==1.0.3
+faster-whisper==1.1.0
 ctranslate2==4.4.0
 transformers
 pandas
diff --git a/setup.py b/setup.py
index 2b11e7e..fa05870 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,7 @@ setup(
             open(os.path.join(os.path.dirname(__file__), "requirements.txt"))
         )
     ]
-    + [f"pyannote.audio==3.1.1"],
+    + [f"pyannote.audio==3.3.2"],
     entry_points={
         "console_scripts": ["whisperx=whisperx.transcribe:cli"],
     },
diff --git a/whisperx/asr.py b/whisperx/asr.py
index 234034e..e403040 100644
--- a/whisperx/asr.py
+++ b/whisperx/asr.py
@@ -319,6 +319,7 @@ def load_model(whisper_arch,
         "word_timestamps": False,
         "prepend_punctuations": "\"'“¿([{-",
         "append_punctuations": "\"'.。,，!！?？:：”)]}、",
+        "multilingual": model.model.is_multilingual,
         "suppress_numerals": False,
         "max_new_tokens": None,
         "clip_timestamps": None,