README.md

metadata

dataset_info:
  - config_name: Algeria
    features:
      - name: ID
        dtype: string
      - name: audio
        dtype:
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      - name: duration
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      - name: transcription
        dtype: string
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        num_examples: 1600
      - name: train
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    download_size: 433384710
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  - config_name: Egypt
    features:
      - name: ID
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      - name: audio
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      - name: duration
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      - name: transcription
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  - config_name: Jordan
    features:
      - name: ID
        dtype: string
      - name: audio
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      - name: duration
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      - name: transcription
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        num_examples: 1600
      - name: train
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  - config_name: Mauritania
    features:
      - name: ID
        dtype: string
      - name: audio
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      - name: duration
        dtype: float64
      - name: transcription
        dtype: string
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      - name: validation
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        num_examples: 1600
      - name: train
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    download_size: 379825993
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  - config_name: Morocco
    features:
      - name: ID
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: duration
        dtype: float64
      - name: transcription
        dtype: string
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      - name: validation
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      - name: train
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    download_size: 377189001
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  - config_name: Palestine
    features:
      - name: ID
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: duration
        dtype: float64
      - name: transcription
        dtype: string
    splits:
      - name: validation
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        num_examples: 1600
      - name: train
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    download_size: 558565234
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  - config_name: UAE
    features:
      - name: ID
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: duration
        dtype: float64
      - name: transcription
        dtype: string
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        num_examples: 1600
      - name: train
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  - config_name: Yemen
    features:
      - name: ID
        dtype: string
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
      - name: duration
        dtype: float64
      - name: transcription
        dtype: string
    splits:
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        num_examples: 1600
      - name: train
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        num_examples: 1600
    download_size: 472439578
    dataset_size: 474708892
configs:
  - config_name: Algeria
    data_files:
      - split: validation
        path: Algeria/validation-*
      - split: train
        path: Algeria/train-*
  - config_name: Egypt
    data_files:
      - split: validation
        path: Egypt/validation-*
      - split: train
        path: Egypt/train-*
  - config_name: Jordan
    data_files:
      - split: validation
        path: Jordan/validation-*
      - split: train
        path: Jordan/train-*
  - config_name: Mauritania
    data_files:
      - split: validation
        path: Mauritania/validation-*
      - split: train
        path: Mauritania/train-*
  - config_name: Morocco
    data_files:
      - split: validation
        path: Morocco/validation-*
      - split: train
        path: Morocco/train-*
  - config_name: Palestine
    data_files:
      - split: validation
        path: Palestine/validation-*
      - split: train
        path: Palestine/train-*
  - config_name: UAE
    data_files:
      - split: validation
        path: UAE/validation-*
      - split: train
        path: UAE/train-*
  - config_name: Yemen
    data_files:
      - split: validation
        path: Yemen/validation-*
      - split: train
        path: Yemen/train-*
license: bigscience-openrail-m
task_categories:
  - automatic-speech-recognition
language:
  - ar
tags:
  - ASR
  - Arabic
  - NLP
  - Speech
  - ArabicNLP
  - ArabicSpeech
  - ArabicDialects
  - Dialects

Citation

Kindly cite the following paper when using this dataset:

@article{talafha2024casablanca,
  title={Casablanca: Data and Models for Multidialectal Arabic Speech Recognition},
  author={Talafha, Bashar and Kadaoui, Karima and Magdy, Samar Mohamed and Habiboullah, Mariem and Chafei, Chafei Mohamed and El-Shangiti, Ahmed Oumar and Zayed, Hiba and Alhamouri, Rahaf and Assi, Rwaa and Alraeesi, Aisha and others},
  journal={arXiv preprint arXiv:2410.04527},
  year={2024}
}

License: BigScience OpenRAIL-M

This dataset is released under the BigScience OpenRAIL-M license and is intended for academic research and non-commercial use only. Commercial use, redistribution, or integration into products is prohibited without prior written permission.