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--- |
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annotations_creators: |
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- crowdsourced |
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language_creators: |
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- crowdsourced |
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languages: |
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- ar |
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licenses: |
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- cc-by-nc-4.0 |
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multilinguality: [] |
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paperswithcode_id: [] |
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pretty_name: 'MASC' |
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size_categories: |
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source_datasets: [] |
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task_categories: [] |
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task_ids: [] |
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--- |
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# Dataset Card for MASC: MASSIVE ARABIC SPEECH CORPUS |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** https://ieee-dataport.org/open-access/masc-massive-arabic-speech-corpus |
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- **Repository:** |
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- **Paper:** https://dx.doi.org/10.21227/e1qb-jv46 |
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- **Leaderboard:** |
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- **Point of Contact:** |
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### Dataset Summary |
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This corpus is a dataset that contains 1,000 hours of speech sampled at 16~kHz and crawled from over 700 YouTube channels. MASC is multi-regional, multi-genre, and multi-dialect dataset that is intended to advance the research and development of Arabic speech technology with the special emphasis on Arabic speech recognition |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages |
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Multi-dialect Arabic |
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## Dataset Structure |
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### Data Instances |
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[More Information Needed] |
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### Data Fields |
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#### masc_dev |
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- speech |
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- sampling_rate |
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- target_text (label) |
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### Data Splits |
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#### masc_dev |
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- train: 100 |
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- test: 40 |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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Note: this is a small development set for testing. |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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CC 4.0 |
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### Citation Information |
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[More Information Needed] |
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### Contributions |
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Mohammad Al-Fetyani, Muhammad Al-Barham, Gheith Abandah, Adham Alsharkawi, Maha Dawas, August 18, 2021, "MASC: Massive Arabic Speech Corpus", IEEE Dataport, doi: https://dx.doi.org/10.21227/e1qb-jv46. |
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