added vad filter

App/Transcription/TranscriptionRoutes.py

@@ -19,7 +19,7 @@ async def create_file(
     userId: int = 1,
     model: str = Query(
         "tiny",
-        enum=["tiny", "small", "medium", "base", "large"],
+        enum=["tiny", "small", "medium", "base", "large-v2"],
         description="Whisper model Sizes",
     ),
 ):

App/Transcription/Utils/audio_transcription.py

@@ -15,7 +15,7 @@ def transcribe_file(state, file_path, model_size="tiny"):
         meta=metadata.dict(),
     )
     model = WhisperModel(model_size, device="cpu", compute_type="int8")
-    segments, info = model.transcribe(file_path, beam_size=5)
+    segments, info = model.transcribe(file_path, beam_size=5, vad_filter=True)
 
     total_duration = round(info.duration, 2)
     metadata.logs = (