Update README.md

README.md

@@ -12,7 +12,6 @@ This dataset comprises high-quality audio recordings of a standardized 50-word p
   - Audio signal processing
   - Voice synthesis (secondary use)
   - Natural language processing (NLP) applications (secondary use)
-- **Leaderboards**: None currently established.
 
 ### Languages
 - **Primary Language**: English (en)
@@ -22,20 +21,15 @@ This dataset comprises high-quality audio recordings of a standardized 50-word p
 
 ### Data Instances
 Each instance consists of an audio file and corresponding metadata:
-- **Audio**: Stored in the `audio/` directory with filenames like `voice_recording1.mp3`, `voice_recording2.mp3`, etc.
+- **Audio**: Stored in the `audio/` directory with filenames like `audio1.mp3`, `audio2.mp3`, etc.
 - **Formats**: MP3, WAV, or M4A
 - **Duration**: 20–25 seconds per recording
 
 ### Data Fields
 The `metadata.csv` file includes:
-- `file_name`: Path to the audio file (e.g., `audio/voice_recording1.mp3`)
+- `file_name`: Path to the audio file (e.g., `audio.mp3`)
 - `text`: The transcribed 50-word paragraph: "AI is transforming our world, from voice assistants to self-driving cars. Good AI needs quality data. Your voice helps train speech recognition. Speak clearly, naturally, without noise. Be yourself. Thanks for improving AI!"
-- `duration`: Audio length in seconds (e.g., 22)
-- `license`: License information (e.g., "CC BY 4.0")
 
-### Data Splits
-- **Default Split**: `train` (all data assigned to this split)
-- **Future Splits**: `validation` and `test` splits may be added as the dataset grows.
 
 ## Dataset Creation
 
@@ -63,22 +57,3 @@ This dataset aims to advance AI speech recognition by providing diverse, high-qu
 - **Size**: The dataset is small (<1,000 samples), limiting its robustness for large-scale ASR training.
 - **Language**: Currently English-only; multilingual expansion is planned.
 - **Out-of-Scope Use**: Not designed for real-time speech applications or commercial use without adhering to the CC BY 4.0 license.
-
-## Additional Information
-
-### Dataset Curators
-- Maintained by the dataset creator (please add your name or organization if applicable).
-- Contact: Use the Hugging Face Discussions tab for inquiries or contributions.
-
-### Licensing Information
-- **License**: CC BY 4.0, permitting use, distribution, and modification with attribution. See [Creative Commons](https://creativecommons.org/licenses/by/4.0/) for details.
-
-### Citation Information
-```bibtex
-@dataset{audio_speech_recognition_2025,
-  author = {Dataset Creator},
-  title = {Audio Speech Recognition Dataset},
-  year = {2025},
-  publisher = {Hugging Face},
-  license = {CC BY 4.0}
-}