Credit the original authors and link the repository and paper

app.py

@@ -31,8 +31,12 @@ from muscriptor.tokenizer.mt3 import MT3_FULL_PLUS_GROUP_NAMES, resolve_instrume
 model_card = ModelCard(
     name="MuScriptor",
     description=(
-        "Multi-instrument audio-to-MIDI transcription, trained on 170k songs "
-        "from classical music to heavy metal."
+        (
+            "Multi-instrument audio-to-MIDI transcription, trained on 170k songs from "
+            "classical music to heavy metal. Repository: "
+            "https://github.com/muscriptor/muscriptor Paper: "
+            "https://arxiv.org/abs/2607.08168"
+        )
     ),
     author="Simon Rouard, Michael Krause, Axel Roebel, Carl-Johann Simon-Gabriel, Alexandre Défossez (Kyutai x Mirelo)",
     tags=[Subcategory.MUSIC_ANALYSIS, 'transcription', 'midi', 'multi-instrument'],