Update README.md

README.md

@@ -1,3 +1,31 @@
----
-license: mit
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+---
+license: mit
+---
+
+# CREMA-D
+
+This is an audio classification dataset for **Environmental Sound Classification**.
+
+**Classes = 50    ,    Split = Train-Test**
+
+## Structure
+
+- `audios` folder contains audio files.
+- `train.csv` for training split and `test.csv` for the testing split.
+
+## Download
+```python
+import os
+import huggingface_hub
+audio_datasets_path = "DATASET_PATH/Audio-Datasets"
+if not os.path.exists(audio_datasets_path): print(f"Given {audio_datasets_path=} does not exist. Specify a valid path ending with 'Audio-Datasets' folder.")
+huggingface_hub.snapshot_download(repo_id="MahiA/ESC50", repo_type="dataset", local_dir=os.path.join(audio_datasets_path, "ESC50"))
+```
+
+## Acknowledgment
+
+This dataset is a slightly processed/restructured version of data originally released by [Source](https://github.com/karolpiczak/ESC-50).<br>
+Please refer to the respective source for their licensing details and any additional information.
+
+## Contact
+For questions or feedback, please create an issue.