Update app.py

app.py

@@ -62,9 +62,12 @@ def recognize_emotion(audio):
             outputs = model(input_values)
             logits = outputs.logits
             probs = F.softmax(logits, dim=-1)[0].cpu().numpy()
+
+            # Ensure probabilities sum to 1 and convert to percentages
+            probs = probs / probs.sum()  # Normalize to ensure sum is 1
             
             confidence_scores = {
-                f"{emotion} {emotion_icons[emotion]}": round(float(prob),2)
+                f"{emotion} {emotion_icons[emotion]}": round(float(prob)*100,2)
                 for emotion, prob in zip(emotion_labels, probs)
             }