update description

app.py

@@ -59,8 +59,12 @@ fn=transcribe,
 inputs=gr.Audio(sources=["microphone", "upload"], type="filepath"),
 outputs="text",
 title="CAMÕES European Portuguese Automatic Speech Recognition Demo",
-description="Upload or record audio and get transcription."
-)
+description="""
+### About this Demo
+This is a demo for **CAMÕES**, a WhisperX Model trained on around 420h of European Portuguese by the HLT lab at INESC-ID.
+
+For more details about CAMÕES, check out the [paper here](https://arxiv.org/abs/2508.19721).
+""")
 
 demo.launch()