Update README.md

README.md

@@ -36,3 +36,18 @@ configs:
   - split: train_low
     path: data/train_low-*
 ---
+# Dataset Card for "beans_esc50"
+
+## Dataset Description
+
+**Paper:** https://doi.org/10.1145/2733373.2806390
+          
+## Dataset Summary
+
+This dataset contains environmental audio recordings including animal, nature, human (non-speech), interior/domestic, and exterior/urban sounds with splits and preprocessing like described in BEANS. It is used for **classification** tasks and is an **auxiliary** dataset in BEANS.
+
+## Data Splits
+
+ | train | train_low | valid | test | 
+ |------|-----| ------ | ------ | 
+ | 1200 |  400 | 400 | 400 |