Update arxiv and code link

app.py

@@ -77,6 +77,15 @@ def change_model(radio):
 
 
 with gr.Blocks() as demo:
+    with gr.Row():
+        gr.Markdown("# Lightweight EfficientNetB2-Transformer Audio Captioning")
+
+    with gr.Row():
+        gr.Markdown("""
+            [![arXiv](https://img.shields.io/badge/arXiv-2407.14329-brightgreen.svg?style=flat-square)](https://arxiv.org/abs/2407.14329)
+            
+            [![github](https://img.shields.io/badge/GitHub-Code-blue?logo=Github&style=flat-square)](https://github.com/wsntxxn/AudioCaption?tab=readme-ov-file#lightweight-effb2-transformer-model)
+        """)
     with gr.Row():
         with gr.Column():
             radio = gr.Radio(