Try to fix execution code

app.py

@@ -105,8 +105,8 @@ def process_func(x: np.ndarray, sampling_rate: int) -> dict:
 def recognize(input_file):
     # sampling_rate, signal = input_microphone
     # signal = signal.astype(np.float32, order="C") / 32768.0
-    if input_file:
-        signal, sampling_rate = audiofile.read(file, duration=duration)
+    if input_fileis not None:
+        signal, sampling_rate = audiofile.read(input_file, duration=duration)
     else:
         raise gr.Error(
             "No audio file submitted! "
@@ -154,59 +154,24 @@ allow_flagging = "never"
 # # demo.launch()
 # file.launch()
 
-def toggle_input(choice):
-    if choice == "microphone":
-        return gr.update(visible=True), gr.update(visible=False)
-    else:
-        return gr.update(visible=False), gr.update(visible=True)
-
 
 with gr.Blocks() as demo:
     gr.Markdown(description)
-    with gr.Tab(label="Input"):
+    with gr.Tab(label="Speech analysis"):
         with gr.Row():
+            gr.Markdown("Only the first second of the audio is processed.")
             with gr.Column():
-                # input_selection = gr.Radio(
-                #     ["microphone", "file"],
-                #     value="file",
-                #     label="How would you like to upload your audio?",
-                # )
-                input_file = gr.Audio(
+                input = gr.Audio(
                     sources=["upload", "microphone"],
                     type="filepath",
-                    label="Audio file",
+                    label="Audio input",
                 )
-                # input_microphone = gr.Audio(
-                #     sources="microphone",
-                #     type="filepath",
-                #     label="Microphone",
-                # )
-
-                # output_selector = gr.Dropdown(
-                #     choices=["age", "gender"],
-                #     label="Output",
-                #     value="age",
-                # )
                 submit_btn = gr.Button(value="Submit")
             with gr.Column():
                 output_age = gr.Textbox(label="Age")
-                output_gender = gr.Label(label="gender")
-
-            # def update_output(output_selector):
-            #     """Set different output types for different model outputs."""
-            #     if output_selector == "gender":
-            #         output = gr.Label(label="gender")
-            #     return output
-
-            # output_selector.input(update_output, output_selector, output)
-
-        outputs = [output_age, output_gender]
-
-        # input_selection.change(toggle_input, input_selection, inputs)
-        # input_microphone.change(lambda x: x, input_microphone, outputs)
-        # input_file.change(lambda x: x, input_file, outputs)
+                output_gender = gr.Label(label="Gender")
 
-        submit_btn.click(recognize, input_file, outputs)
+        submit_btn.click(recognize, input, [output_age, output_gender])
 
 
 demo.launch(debug=True)