Update app.py

app.py

@@ -23,20 +23,25 @@ def transcribe_audio(audio_file):
     
     # Transcribe each chunk and collect results
     transcriptions = []
-    detected_languages = set()
+    detected_language = None
     
     for chunk in chunks:
         # Enable language detection and transcription
-        result = model(chunk, return_timestamps=False, generate_kwargs={"task": "transcribe"})
+        result = model(chunk, generate_kwargs={"task": "transcribe", "language": None})  # Let Whisper detect language
         transcriptions.append(result["text"])
-        detected_languages.add(result.get("language", "unknown"))  # Extract detected language
+        
+        # Extract detected language from the result (if available)
+        if "language" in result:
+            detected_language = result["language"]
+        
         os.remove(chunk)  # Clean up chunk files
     
     # Combine all transcriptions into one
     full_transcription = " ".join(transcriptions)
     
-    # Get the detected language (use the first detected language if multiple are found)
-    detected_language = detected_languages.pop() if detected_languages else "unknown"
+    # If no language was detected, set a default message
+    if detected_language is None:
+        detected_language = "unknown (language not detected)"
     
     # Return transcription and detected language
     return f"Detected Language: {detected_language}\n\nTranscription:\n{full_transcription}"