diff --git a/.gitignore b/.gitignore
index 462208d..294daaf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,5 @@
+.gitignore
+
 weights/wav2lip_gan.pth
 weights/yolov8n-face.pt
 weights/onnx_dereverb_By_FoxJoy/vocals.onnx
@@ -167,3 +169,7 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+
+
+# MacOs Finder
+.DS_Store
diff --git a/core/scene_preprocessor.py b/core/scene_preprocessor.py
index 6a7477c..142b1bf 100644
--- a/core/scene_preprocessor.py
+++ b/core/scene_preprocessor.py
@@ -7,7 +7,8 @@
 from core.temp_manager import TempFileManager
 from core.dereverb import MDXNetDereverb
 from deepface import DeepFace
-from deepface.commons import distance as dst
+#from deepface.commons import distance as dst
+from deepface.modules.verification import find_cosine_distance as dst
 from pydub import AudioSegment
 import sqlite3
 import uuid
diff --git a/core/whisperx/asr.py b/core/whisperx/asr.py
index 8d37bcf..08e1983 100644
--- a/core/whisperx/asr.py
+++ b/core/whisperx/asr.py
@@ -86,6 +86,9 @@ def load_model(whisper_arch,
         'prepend_punctuations': "\"'“¿([{-",
         'append_punctuations': "\"'.。,，!！?？:：”)]}、",
         'suppress_numerals': False,
+        "max_new_tokens": None,
+        "clip_timestamps": None,
+        "hallucination_silence_threshold": None,
     }
 
     if asr_options is not None:
diff --git a/core/whisperx/diarize.py b/core/whisperx/diarize.py
index e376255..d62e279 100644
--- a/core/whisperx/diarize.py
+++ b/core/whisperx/diarize.py
@@ -10,7 +10,7 @@
 class DiarizationPipeline:
     def __init__(
         self,
-        model_name='pyannote/speaker-diarization@2.1',
+        model_name='pyannote/speaker-diarization-3.1',
         use_auth_token=None,
         device: Optional[Union[str, torch.device]] = 'cpu',
     ):