Update app.py

app.py

@@ -626,7 +626,15 @@ def format_prediction(model_output_dic):
 
 # Gradio UI Elements
 title = "Music2Emo: Towards Unified Music Emotion Recognition across Dimensional and Categorical Models"
-description_text = "Upload an audio file to analyze its emotional characteristics using Music2Emo. The model will predict: • Mood tags describing the emotional content • Valence score (1-9 scale, representing emotional positivity) • Arousal score (1-9 scale, representing emotional intensity) "
+# description_text = "Upload an audio file to analyze its emotional characteristics using Music2Emo. The model will predict: • Mood tags describing the emotional content • Valence score (1-9 scale, representing emotional positivity) • Arousal score (1-9 scale, representing emotional intensity) "
+description_text = """
+<p>Predict the emotion of music with Music2Emo!
+<br/><br/> Upload an audio file to analyze its emotional characteristics using Music2Emo. The model will predict: • Mood tags describing the emotional content • Valence score (1-9 scale, representing emotional positivity) • Arousal score (1-9 scale, representing emotional intensity) 
+<br/><br/> This is the demo for Music2Emo for predicting emotion from music: <a href="https://arxiv.org/abs/2311.08355">Read our paper.</a>
+<p/>
+"""
+
+
 
 # Custom CSS Styling
 css = """