Update app.py

app.py

@@ -97,14 +97,20 @@ def generate_image(api_key, text):
 ####
 
 # Create the Gradio interface
-iface = gr.Interface(
-    fn=get_predictions, 
-    inputs=[gr.inputs.Audio(source="file", label="Input Audio for Emotion Analysis", type="file")],
-    outputs=[gr.outputs.Textbox(label="Emotion Prediction"), gr.outputs.Image(label="Generated Image")],
-    title="Emotional Machines Test",
-    description="Load or Record an audio file to perform emotion analysis"
-)
-
-# Launch the interface
-iface.launch()
+with gr.Blocks() as interface:
+    gr.Markdown("Emotional Machines test: Load or Record an audio file to speech emotion analysis")
+    with gr.Tabs():
+        with gr.Tab("Acoustic and Semantic Predictions"):
+            with gr.Row():
+                input_audio = gr.Audio(label="Input Audio", type="filepath")
+                submit_button = gr.Button("Submit")
+            output_label = [gr.Label("Prediction"), gr.Image(type='pil')]  # Use a single Label instead of a list
+
+    # Set the function to be called when the button is clicked
+    submit_button.click(get_predictions, inputs=input_audio, outputs=output_label)
+
+interface.launch()
+
+        
+