Final 1.10

app.py

@@ -78,17 +78,27 @@ def detect_toxic_local(text_whisper):
         return None
 
 
-def assessment(file_path):
+def assessment(file_path, language):
     language = detect_language(file_path) or "unknown"
     result_text = request_gradio(file_path, language) or ""
     result_emotion = detect_emotion(file_path) or "unknown"
     result_toxic = detect_toxic_local(result_text) or False
-    return json.dumps({"language": language, "transcription": result_text, "emotion": result_emotion, "toxic": result_toxic,})
+    return json.dumps({"transcription": result_text, "emotion": result_emotion, "toxic": result_toxic,})
 
+demo = gr.Blocks()
 
-gradio_app = gr.Interface(
-    fn=assessment,
-    inputs=gr.Audio(sources=["upload"], type="filepath"),
-    outputs="json"
-)
-gradio_app.launch()
+with demo:
+    with gr.Tabs():
+        with gr.TabItem('Language Detection'):
+            language_detection_interface = gr.Interface(
+                fn=detect_language,
+                inputs=gr.Audio(sources=["upload"], type="filepath"),
+                outputs='text',
+            )
+        with gr.TabItem('Toxic & Emotion Detection'):
+            toxic_and_emotion_detection_interface = gr.Interface(
+                fn=assessment,
+                inputs=[gr.Audio(sources=["upload"], type="filepath"), gr.Textbox(label="Language")],
+                outputs='json',
+            )
+demo.launch()