Update app.py

app.py

@@ -30,6 +30,11 @@ def classify_toxicity(audio_file, text_input, classify_anxiety):
      
         # Extract the transcribed text
         transcribed_text = transcription_results["transcription"]
+        
+        #### Emotion classification ####
+        emotion_classifier = foreign_class(source="speechbrain/emotion-recognition-wav2vec2-IEMOCAP", pymodule_file="custom_interface.py", classname="CustomEncoderWav2vec2Classifier")
+        out_prob, score, index, text_lab = emotion_classifier.classify_file(audio_file.name)
+    
     else:
         transcribed_text = text_input