Omkar2118/datasets huggingface dataset:
MediBeng
Full name: Synthetic Code-Switched Bengali-English Speech Conversations for Healthcare Applications

## MediBeng Dataset

The **MediBeng** dataset contains synthetic **code-switched dialogues** in **Bengali and English** for training models in **speech recognition (ASR)**, **text-to-speech (TTS)**, and **machine translation** in clinical settings.  The dataset is available under the **CC-BY-4.0** license. 

- Access the dataset on [Hugging Face](https://huggingface.co/datasets/pr0mila-gh0sh/MediBeng).
- For detailed instructions on dataset creation and storage, visit the [GitHub Repository](https://github.com/pr0mila/ParquetToHuggingFace)

### Dataset Details:

- **Number of Audio Files**: 4800
- **Total Duration**: 7.11 hours
- **Number of Speakers**: 2 (1 Male, 1 Female)
- **Utterance Pitch Mean**: 335 - 673 Hz
- **Utterance Pitch Standard Deviation**: 210 - 493 Hz
- **Sampling Rate**: 16000 Hz
- **Data Split**: Train and Test
- **Duration Range**: 3.71s - 6.98s
- **Languages**: Code-mixed Bengali-English
- **Gender Distribution**: 1 Male, 1 Female
- **Total File Size**: 324 MB
- **Speech Type**: Medical-related
- **Data Type**: Synthetic
- **Languages**: Bengali, English
- **Tasks**: ASR, TTS, Machine Translation
- **Context**: Clinical (Healthcare)
- **License**: [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/)

### MediBeng Dataset Columns
- **audio**: Synthetic Bengali-English clinical conversations.
- **text**: Code-switched Bengali-English conversations.
- **translation**: English translation.
- **speaker_name**: Speaker's gender (e.g., Male, Female).
- **utterance_pitch_mean**: Mean pitch of the audio in Hertz (Hz).
- **utterance_pitch_std**: Pitch variation (standard deviation in Hertz).

### Dataset Creation:
1. **Audio Collection**: Conversations in Bengali-English for healthcare.
2. **Transcription**: Code-switched sentences.
3. **Translation**: Code-switched sentences English translation.
4. **Feature Engineering**: Calculating pitch features.
5. **Storage**: Available in **Parquet format** on [Hugging Face](https://huggingface.co/datasets/pr0mila-gh0sh/MediBeng).

### Citation:
```
bibtex
@misc{promila_ghosh_2025,
	author       = {Promila Ghosh},
	title        = {MediBeng (Revision b05b594)},
	year         = 2025,
	url          = {https://huggingface.co/datasets/pr0mila-gh0sh/MediBeng},
	doi          = {10.57967/hf/5187},
	publisher    = {Hugging Face}
}
```