Update README.md

README.md

@@ -4,7 +4,9 @@ language:
 - en
 - zh
 - ja
-pretty_name: S
+
+tags:
+- audio
 ---
 This repository introduces:  🌀 *ShiftySpeech*: A Large-Scale Synthetic Speech Dataset with Distribution Shifts
 
@@ -37,6 +39,12 @@ dataset = load_dataset("ash56/ShiftySpeech", data_files={"data": f"Vocoders/apne
 ```
 **⚠️ Note:** It is recommended to load data from a specific folder to avoid unnecessary memory usage.
 
+## 📄 More Information  
+
+For detailed information on dataset sources and analysis, see our paper: *[Less is More for Synthetic Speech Detection in the Wild](https://arxiv.org/abs/2502.05674)* 
+
+You can also find the full implementation on [GitHub](https://github.com/Ashigarg123/ShiftySpeech/tree/main)
+
 ### **Citation**
 
 If you find this dataset useful, please cite our work:
@@ -50,4 +58,8 @@ If you find this dataset useful, please cite our work:
       primaryClass={eess.AS},
       url={https://arxiv.org/abs/2502.05674}, 
 }
-```
+```
+
+### ✉️ **Dataset Card Contact** 
+
+If you have any questions or comments about the resource, please feel free to reach out to us at: [[email protected]](mailto:[email protected]) or [[email protected]](mailto:[email protected])