Update README.md

README.md

@@ -41,8 +41,16 @@ size_categories:
 This dataset contains the processed dataset used in the paper "Scream Detection in Heavy Metal Music" (Kalbag & Lerch, 2022) from the Georgia Institute of Technology.
 
 **Paper:** [Scream Detection in Heavy Metal Music](https://arxiv.org/pdf/2205.05580.pdf)
+
 Kalbag, V., & Lerch, A. (2022). Scream detection in heavy metal music. arXiv preprint arXiv:2205.05580.
 
+Load the dataset from huggingface in your notebook:
+```python
+import datasets
+
+dataset = datasets.load_dataset("jpdiazpardo/scream_detection_heavy_metal")
+```
+
 ### Data Fields
 
 * `audio`: the trimmed audio file from the song.