Create README.md

README.md

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+---
+tags:
+  - speech recognition
+  - audio
+  - mp3
+license: cc-by-4.0
+language: en
+size: 2GB
+---
+
+# MP3 Speech Recognition Dataset
+
+This dataset contains MP3 files of spoken English phrases, along with their corresponding text transcriptions. It is designed for training and evaluating speech recognition models.
+
+## Dataset Summary
+
+This dataset includes:
+- 5,000 MP3 audio files of English speech.
+- Each file contains a 3-5 second spoken phrase recorded by various speakers.
+- The audio files are accompanied by text transcriptions.
+- The dataset is divided into training, validation, and test sets.
+
+## License
+
+The dataset is available under the [CC BY 4.0 License](LICENSE). Please attribute the dataset when using it in your research or applications.
+
+## How to Use
+
+To use this dataset, you can load it from Hugging Face's `datasets` library:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("your_username/mp3_speech_recognition")