add mismatched sentences

app.py

@@ -2,6 +2,21 @@ import spaces
 import gradio as gr
 import numpy as np
 
+@spaces.GPU()
+def get_mismatched_sentences(reference, hypothesis):
+    """
+    Get mismatched sentences between reference and hypothesis.
+    """
+    reference_sentences = reference.split()
+    hypothesis_sentences = hypothesis.split()
+
+    mismatched = []
+    for ref, hyp in zip(reference_sentences, hypothesis_sentences):
+        if ref != hyp:
+            mismatched.append((ref, hyp))
+
+    return mismatched
+
 @spaces.GPU()
 def calculate_wer(reference, hypothesis):
     reference_words = reference.split()
@@ -73,7 +88,8 @@ def process_files(reference_file, hypothesis_file):
 
         return {
             "WER": wer_value,
-            "CER": cer_value
+            "CER": cer_value,
+            "Mismatched Sentences": mismatched_sentences
         }
     except Exception as e:
         return {"error": str(e)}