| | --- |
| | language: |
| | - ar |
| | pretty_name: TunSwitch |
| | --- |
| | |
| |
|
| | Original dataset has been acquired through the following link : https://zenodo.org/records/8370566 |
| |
|
| | The dataset is not cleaned yet and any contributions are welcome 🤗 |
| |
|
| | ## download instructions |
| | ```python |
| | from huggingface_hub import snapshot_download |
| | snapshot_download(repo_id="tunis-ai/TunSwitch",repo_type="dataset",local_dir=".") |
| | ``` |
| | ## Information |
| |
|
| | This repo contains the data used to develop and test the Tunisian Arabic Automatic Speech Recognition model developed in the following paper : |
| |
|
| | 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. |
| |
|
| |
|
| | It contains 4 zipped folders containing audio data : |
| | - TunSwitchCS.zip : containing annotated code-switched data. |
| | - TunSwitchTO.zip : containing annotated Tunisian-Only data. |
| | - weakly_labeled_tn.zip : containing weakly-labeled (or unlabeled) audio data. Audios may contain code-switching, but the current weak labels do not. |
| | - test_wavs.zip : contains annotated testing data, divided between a code-switched part and a tunisian-only part. |
| | |
| | |
| | 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 . |
| |
|
| | 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. |
| |
|
| | 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. |
| |
|
| | If you use or refer to this dataset, please cite : |
| |
|
| | ## citation |
| |
|
| | ``` |
| | @misc{abdallah2023leveraging, |
| | title={Leveraging Data Collection and Unsupervised Learning for Code-switched Tunisian Arabic Automatic Speech Recognition}, |
| | author={Ahmed Amine Ben Abdallah and Ata Kabboudi and Amir Kanoun and Salah Zaiem}, |
| | year={2023}, |
| | eprint={2309.11327}, |
| | archivePrefix={arXiv}, |
| | primaryClass={eess.AS} |
| | } |
| | ``` |
| |
|
