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--- |
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language: |
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- ar |
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pretty_name: TunSwitch |
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--- |
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Original dataset has been acquired through the following link : https://zenodo.org/records/8370566 |
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The dataset is not cleaned yet and any contributions are welcome 🤗 |
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## download instructions |
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```python |
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from huggingface_hub import snapshot_download |
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snapshot_download(repo_id="tunis-ai/TunSwitch",repo_type="dataset",local_dir=".") |
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``` |
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## Information |
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This repo contains the data used to develop and test the Tunisian Arabic Automatic Speech Recognition model developed in the following paper : |
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A. A. Ben Abdallah*, A. Kabboudi, A. Kanoun, and S. Zaiem*, “Leveraging data collection and unsupervised learning for code-switched tunisian arabic automatic speech recognition”, Submitted to ICASSP 2024, vol. * : These two authors have contributed equally. 2023. |
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It contains 4 zipped folders containing audio data : |
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- TunSwitchCS.zip : containing annotated code-switched data. |
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- TunSwitchTO.zip : containing annotated Tunisian-Only data. |
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- weakly_labeled_tn.zip : containing weakly-labeled (or unlabeled) audio data. Audios may contain code-switching, but the current weak labels do not. |
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- test_wavs.zip : contains annotated testing data, divided between a code-switched part and a tunisian-only part. |
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It also contains textual data, used for language modelling, contained in TextData.zip. Finally it also contains a language-detailed annotation of TunSwitchCS in the language_annotation.zip file . |
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More details about the data are available in the paper. The current table are in a SpeechBrain-friendly format, the column path is irrelevant and has to be changed according to your local setting. Please use the provided train-dev-test splits if you work with this dataset. |
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Please cite the aforementioned paper if you use or refer to this dataset. You can find models trained and tested on this dataset Here. Space demos are also available. |
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If you use or refer to this dataset, please cite : |
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## citation |
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``` |
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@misc{abdallah2023leveraging, |
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title={Leveraging Data Collection and Unsupervised Learning for Code-switched Tunisian Arabic Automatic Speech Recognition}, |
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author={Ahmed Amine Ben Abdallah and Ata Kabboudi and Amir Kanoun and Salah Zaiem}, |
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year={2023}, |
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eprint={2309.11327}, |
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archivePrefix={arXiv}, |
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primaryClass={eess.AS} |
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} |
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``` |
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