Fix `license` metadata

README.md

@@ -1,145 +1,145 @@
----
-annotations_creators:
-- crowdsourced
-language_creators:
-- crowdsourced
-languages:
-- ar
-licenses:
-- cc-by-nc-4.0
-multilinguality: []
-paperswithcode_id: []
-pretty_name: 'MASC'
-size_categories:
-source_datasets: []
-task_categories: []
-task_ids: []
----
-
-# Dataset Card for MASC: MASSIVE ARABIC SPEECH CORPUS
-
-## Table of Contents
-- [Table of Contents](#table-of-contents)
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
-  - [Annotations](#annotations)
-  - [Personal and Sensitive Information](#personal-and-sensitive-information)
-- [Considerations for Using the Data](#considerations-for-using-the-data)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
-- [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
-  - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
-  - [Contributions](#contributions)
-
-## Dataset Description
-
-- **Homepage:** https://ieee-dataport.org/open-access/masc-massive-arabic-speech-corpus
-- **Repository:**
-- **Paper:** https://dx.doi.org/10.21227/e1qb-jv46
-- **Leaderboard:**
-- **Point of Contact:**
-
-### Dataset Summary
-
-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
-
-### Supported Tasks and Leaderboards
-
-[More Information Needed]
-
-### Languages
-
-Multi-dialect Arabic
-
-## Dataset Structure
-
-### Data Instances
-
-[More Information Needed]
-
-### Data Fields
-  #### masc_dev
-  - speech
-  - sampling_rate
-  - target_text (label)
-
-### Data Splits
-
- #### masc_dev
- - train: 100
- - test: 40
-
-## Dataset Creation
-
-### Curation Rationale
-
-[More Information Needed]
-
-### Source Data
-
-#### Initial Data Collection and Normalization
-
-[More Information Needed]
-
-#### Who are the source language producers?
-
-[More Information Needed]
-
-### Annotations
-
-#### Annotation process
-
-[More Information Needed]
-
-#### Who are the annotators?
-
-[More Information Needed]
-
-### Personal and Sensitive Information
-
-[More Information Needed]
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-[More Information Needed]
-
-### Discussion of Biases
-
-[More Information Needed]
-
-### Other Known Limitations
-
-[More Information Needed]
-
-## Additional Information
-Note: this is a small development set for testing.
-
-### Dataset Curators
-
-[More Information Needed]
-
-### Licensing Information
-
-CC 4.0
-
-### Citation Information
-
-[More Information Needed]
-
-### Contributions
-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.
-
+---
+annotations_creators:
+- crowdsourced
+language_creators:
+- crowdsourced
+language:
+- ar
+license:
+- cc-by-nc-4.0
+multilinguality: []
+paperswithcode_id: []
+pretty_name: 'MASC'
+size_categories:
+source_datasets: []
+task_categories: []
+task_ids: []
+---
+
+# Dataset Card for MASC: MASSIVE ARABIC SPEECH CORPUS
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Homepage:** https://ieee-dataport.org/open-access/masc-massive-arabic-speech-corpus
+- **Repository:**
+- **Paper:** https://dx.doi.org/10.21227/e1qb-jv46
+- **Leaderboard:**
+- **Point of Contact:**
+
+### Dataset Summary
+
+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
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+Multi-dialect Arabic
+
+## Dataset Structure
+
+### Data Instances
+
+[More Information Needed]
+
+### Data Fields
+  #### masc_dev
+  - speech
+  - sampling_rate
+  - target_text (label)
+
+### Data Splits
+
+ #### masc_dev
+ - train: 100
+ - test: 40
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+Note: this is a small development set for testing.
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+CC 4.0
+
+### Citation Information
+
+[More Information Needed]
+
+### Contributions
+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.
+