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---
license: mit
language:
- ar
---
## Checkpoints
### Pre-Trained Models
Model | Pre-train Dataset | Model | Tokenizer |
| --- | --- | --- | --- |
| ArTST v2 base | Dialects | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/pretrain_checkpoint.pt) | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/tokenizer_artstv2.model)
### Finetuned Models
Model | FInetune Dataset | Model | Tokenizer |
| --- | --- | --- | --- |
| ArTST v2 ASR | MGB2 | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/ASR_MGB2_best.pt_hf.pt) | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/tokenizer_artstv2.model) |
| ArTST v2 ASR | QASR | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/ASR_QASR_best.pt_hf.pt) | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/tokenizer_artstv2.model) |
| ArTST v2 ASR | MGB2 - Dialects | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/ASR_Dialects_MGB2_best.pt_hf.pt) | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/tokenizer_artstv2.model) |
| ArTST v2 ASR | MGB2 - Dialects | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/ASR_Dialects_QASR_best.pt_hf.pt) | [Hugging Face](https://huggingface.co/MBZUAI/ArTSTv2/blob/main/tokenizer_artstv2.model) |
# Acknowledgements
ArTST is built on [SpeechT5](https://arxiv.org/abs/2110.07205) Architecture. If you use any of ArTST models, please cite
```
@inproceedings{toyin2023artst,
title={ArTST: Arabic Text and Speech Transformer},
author={Toyin, Hawau and Djanibekov, Amirbek and Kulkarni, Ajinkya and Aldarmaki, Hanan},
booktitle={Proceedings of ArabicNLP 2023},
pages={41--51},
year={2023}
}
@misc{djanibekov2024dialectalcoveragegeneralizationarabic,
title={Dialectal Coverage And Generalization in Arabic Speech Recognition},
author={Amirbek Djanibekov and Hawau Olamide Toyin and Raghad Alshalan and Abdullah Alitr and Hanan Aldarmaki},
year={2024},
eprint={2411.05872},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2411.05872},
}
``` |