Update README.md

README.md

@@ -84,6 +84,18 @@ This includes:
 - Tools for combining, splitting, and augmenting data
 - Upload scripts for Hugging Face dataset integration
 
+## Usage
+
+1. **Install Dependencies**:  
+   Use Hugging Face's `datasets` library to load the dataset:
+   ```
+   from datasets import load_dataset
+   dataset = load_dataset("jacktol/ATC-ASR-Dataset")
+   ```
+
+2. **Training**:  
+   The dataset is ready for speech recognition tasks such as fine-tuning Whisper models. It includes training and test splits to evaluate models based on Word Error Rate (WER).
+
 ## References
 
 - [ATC ASR_Dataset (Combined and Cleaned Dataset on Hugging Face)](https://huggingface.co/datasets/jacktol/ATC_ASR_Dataset)
@@ -94,6 +106,7 @@ This includes:
 - [Juan Pablo Zuluaga – UWB ATC Dataset on Hugging Face](https://huggingface.co/datasets/Jzuluaga/uwb_atcc)
 - [UWB ATC Corpus (Raw)](https://lindat.mff.cuni.cz/repository/xmlui/handle/11858/00-097C-0000-0001-CCA1-0)
 
+
 ## Citation
 
 If you use this dataset, please cite the original UWB and ATCO2 corpora where appropriate.