Update app.py

app.py

@@ -116,13 +116,31 @@ def predict(audio_path):
         print(f"Unexpected Exception: {str(e)}")
         return None
 
+article = """
+### 📜 Citation & Credits
+This Space is based on the official implementation of:
+**Dual-Path TFC-TDF UNet for Music Source Separation (DTTNet)**
+*Published in ICASSP 2024*
+**Original Paper**: [arXiv:2309.08684](https://arxiv.org/abs/2309.08684)
+**Official GitHub**: [re-searcher/DTTNet](https://github.com/re-searcher/DTTNet)
+@INPROCEEDINGS{chen_dttnet_2024,
+author={Chen, Junyu and Vekkot, Susmitha and Shukla, Pancham},
+booktitle={ICASSP 2024},
+title={Music Source Separation Based on a Lightweight Deep Learning Framework (DTTNET: DUAL-PATH TFC-TDF UNET)},
+year={2024},
+doi={10.1109/ICASSP48485.2024.10448020}}
+"""
+
+
 demo = gr.Interface(
     fn=predict,
     inputs=gr.Audio(type="filepath", label="Input Mixture"),
     outputs=gr.File(file_count="multiple", label="Separated Stems"),
-    title="DTTNet Separation API (STFT/ISTFT Patched)",
-    api_name="predict"
-)
+    title="DTTNet Separation API (Patched)",
+    description="High-performance music source separation based on ICASSP 2024 paper.",
+    article=article, 
+       api_name="predict"
+   )
 
 if __name__ == "__main__":
     demo.launch(server_name="0.0.0.0", show_error=True)