Update app.py

app.py

@@ -36,24 +36,14 @@ def classify_toxicity(audio_file, text_input, selected_model):
     return toxicity_score, transcribed_text
     # return f"Toxicity Score ({available_models[selected_model]}): {toxicity_score:.4f}"
  
-input_block = gr.Row([
-    gr.Column([
-        gr.Audio(source="upload", type="filepath", label="Upload Audio File"),
-        gr.Row([
-            gr.Textbox(type="text", label="Enter Text", placeholder="Enter text here..."),
-            gr.Button(label="Submit", type="submit")
-        ])
-    ]),
-    gr.Radio(available_models, type="value", label="Select Model")
-])
-
-iface = gr.Interface(
-    fn=classify_toxicity,
-    inputs=input_block,
-    outputs="text",
-    live=True,
-    title="Toxicity Classifier with ASR",
-    description="Upload an audio file or enter text to classify its toxicity using the selected model.",
-)
+with gr.Blocks() as iface:
+    with gr.Column():
+        aud_input = gr.Audio(source="upload", type="filepath", label="Upload Audio File"),
+    with gr.Row():
+        text = gr.Textbox(label="Enter Text", placeholder="Enter text here..."),
+        submit = gr.Button(label="Submit", type="submit")
+        radio = gr.Radio(available_models, type="value", label="Select Model")
+        out_text = gr.Textbox()
+    submit.click(fn=classify_toxicity, inputs=[aud_input, text, radio], outputs=out_text)
 
 iface.launch()