Create README.md

README.md

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+---
+tags:
+- audio
+task_categories:
+- audio-classification
+pretty_name: background
+size_categories:
+- n<1K
+---
+
+## Dataset Statistics
+
+- **Total Audio Files**: 4
+- **Total Classes**: 4
+- **Format**: MP3
+
+## Structure
+
+The dataset is organized in a folder structure where audio files are in subdirectories by label, and a `metadata.jsonl` file provides the file paths, labels, and descriptions.
+
+### Columns
+
+- `audio`: The audio recording.
+- `label`: The category label of the background noise.
+- `description`: A text description of the background noise.
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("sdialog/foreground")
+```