Update README.md

README.md

@@ -4,8 +4,15 @@ language:
 pretty_name: TunSwitch
 ---
 
+
 Original dataset has been acquired through the following link : https://zenodo.org/records/8370566
 
+## download instructions
+```python
+from huggingface_hub import snapshot_download
+snapshot_download(repo_id="tunis-ai/TunSwitch",repo_type="dataset",local_dir=".")
+```
+## Information
 
 This repo contains the data used to develop and test the Tunisian Arabic Automatic Speech Recognition model developed in the following paper :
 
@@ -27,8 +34,9 @@ Please cite the aforementioned paper if you use or refer to this dataset. You ca
 
 If you use or refer to this dataset, please cite : 
 
-```
+## citation
 
+```
 @misc{abdallah2023leveraging,
       title={Leveraging Data Collection and Unsupervised Learning for Code-switched Tunisian Arabic Automatic Speech Recognition}, 
       author={Ahmed Amine Ben Abdallah and Ata Kabboudi and Amir Kanoun and Salah Zaiem},
@@ -37,5 +45,4 @@ If you use or refer to this dataset, please cite :
       archivePrefix={arXiv},
       primaryClass={eess.AS}
 }
-
-```
+```