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README.md

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 # Dataset Card for "bengali-ai-train-set-tiny"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+
+# Dataset Description
+
+- **Homepage:** [OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking](https://arxiv.org/abs/2305.09688)
+- **Paper:** [OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking](https://arxiv.org/abs/2305.09688)
+
+### Whisper Model Information
+
+- **Model Homepage:** [openai/whisper-tiny on Hugging Face](https://huggingface.co/openai/whisper-tiny)
+- **Model Paper:** [Robust Speech Recognition via Large-Scale Weak Supervision](https://arxiv.org/abs/2212.04356)
+
+## Dataset Summary
+
+This dataset is designed to help finetune the `openai/whisper-tiny` model with additional information in the Bengali language. It consists of an additional 11,000 labeled audio samples from the OOD-Speech dataset, specifically designed for out-of-distribution benchmarking in Bengali.
+
+## Supported Tasks and Leaderboards
+
+The primary task supported by this dataset is automatic speech recognition (ASR) in the Bengali language, specifically for finetuning the `openai/whisper-tiny` model.
+
+## Languages
+
+The dataset is in Bengali.
+
+## Dataset Structure
+
+### Data Instances
+
+Each instance in the dataset consists of an audio sample in Bengali along with its corresponding transcription.
+
+### Data Fields
+
+- `audio`: The audio sample in Bengali.
+- `transcription`: The corresponding transcription of the audio sample in Bengali.
+
+### Data Splits
+
+The dataset is split into training and validation sets. The training set consists of 10,000 samples, and the validation set consists of 1,000 samples.
+
+## Additional Information
+
+### Dataset Curators
+
+The dataset has been curated by "thesven".
+
+### Licensing Information
+
+Licensing information for the OOD-Speech dataset can be found in the original paper.
+
+### Citation Information
+
+``` @article{OOD-Speech2023, title={OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking}, author={Authors of the OOD-Speech paper}, journal={arXiv preprint arXiv:2305.09688}, year={2023} } ```