Create README.md

README.md

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+---
+datasets:
+- thesven/bengali-ai-train-set-tiny
+language:
+- bn
+metrics:
+- wer
+---
+# thesven/whisper-tiny-bn-thesven
+
+  
+
+## Model Description
+
+  
+This is the `openai/whisper-tiny` model fine-tuned on the OOD-Speech Bengali dataset. The fine-tuning was performed to enhance the model's performance on Bengali speech recognition tasks, especially for out-of-distribution samples.
+
+  
+
+## Model Details
+
+  
+
+-  **Original Model:** [openai/whisper-tiny on Hugging Face](https://huggingface.co/openai/whisper-tiny)
+
+-  **Fine-tuned Model:** [thesven/whisper-tiny-bn-thesven on Hugging Face](https://huggingface.co/thesven/whisper-tiny-bn-thesven)
+
+-  **Model Architecture:** Whisper ASR
+
+  
+
+## Intended Use
+
+  
+
+This model is intended for automatic speech recognition (ASR) tasks in the Bengali language, especially for scenarios that involve out-of-distribution samples.
+  
+
+## Training Data
+
+  
+
+The model was fine-tuned using the OOD-Speech Bengali dataset:
+
+  
+
+-  **Training Samples:** 10,000
+
+-  **Validation Samples:** 1,000
+
+-  **Dataset Source:** [OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking](https://arxiv.org/abs/2305.09688)
+
+  
+
+## Evaluation Data
+
+  
+
+[Provide details about the evaluation dataset used, if different from the validation set of the training data.]
+
+  
+
+## Fine-tuning Procedure
+
+  
+
+The model was fine-tuned using the OOD-Speech Bengali dataset with [specific hyperparameters, optimizer, learning rate, epochs, etc. if available].
+
+  
+
+## Licensing
+
+  
+
+This model is released under the MIT License. You are free to use, modify, distribute, or sell it under the terms of the license.
+
+  
+
+```
+
+MIT License
+
+  
+
+Copyright (c) 2023 thesven
+
+  
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+
+of this software and associated documentation files (the "Software"), to deal
+
+in the Software without restriction, including without limitation the rights
+
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+
+copies of the Software, and to permit persons to whom the Software is
+
+furnished to do so, subject to the following conditions:
+
+  
+
+The above copyright notice and this permission notice shall be included in all
+
+copies or substantial portions of the Software.
+
+  
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+
+SOFTWARE.
+
+```
+
+  
+  
+
+## Citation
+
+  
+
+```
+
+@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}
+
+}
+
+```