Update app.py

app.py

@@ -59,6 +59,15 @@ LANGUANGE_MAP = {
  }
 
 
+processor = WhisperProcessor.from_pretrained(model_id)
+model = WhisperForConditionalGeneration.from_pretrained(model_id)
+model.eval()
+model.to(device)
+
+sampling_rate = processor.feature_extractor.sampling_rate
+
+bos_token_id = processor.tokenizer.all_special_ids[-106]
+decoder_input_ids = torch.tensor([bos_token_id]).to(device)
 
 
 
@@ -83,16 +92,7 @@ def process_audio_file(file):
     return audio
 
 def transcribe(Microphone, File_Upload):
-    processor = WhisperProcessor.from_pretrained(model_id)
-    model = WhisperForConditionalGeneration.from_pretrained(model_id)
-    model.eval()
-    model.to(device)
-
-    sampling_rate = processor.feature_extractor.sampling_rate
     
-    bos_token_id = processor.tokenizer.all_special_ids[-106]
-    decoder_input_ids = torch.tensor([bos_token_id]).to(device)
-
     warn_output = ""
     if (Microphone is not None) and (File_Upload is not None):
         warn_output = "WARNING: You've uploaded an audio file and used the microphone. " \