abdusah/masc_dev

---
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.

原始信息汇总

数据集概述

数据集基本信息

• 名称: MASC (Massive Arabic Speech Corpus)
• 语言: 多口音阿拉伯语
• 许可证: CC-BY-NC-4.0
• 创建者: 众包

数据集描述

数据集摘要

• 描述: 包含1,000小时的16 kHz采样语音数据，来自超过700个YouTube频道。该数据集旨在推动阿拉伯语音技术，特别是阿拉伯语音识别的研究和开发。
• 特点: 多地区、多类型、多口音。

数据集结构

数据实例

• 详细信息: 待补充

数据字段

• masc_dev:
  • speech: 语音数据
  • sampling_rate: 采样率
  • target_text (label): 目标文本（标签）

数据分割

• masc_dev:
  • train: 100
  • test: 40

数据集创建

来源数据

• 初始数据收集和标准化: 待补充
• 源语言生产者: 待补充

注释

• 注释过程: 待补充
• 注释者: 待补充

个人和敏感信息

• 详细信息: 待补充

使用数据集的考虑因素

数据集的社会影响

• 详细信息: 待补充

讨论偏见

• 详细信息: 待补充

其他已知限制

• 详细信息: 待补充

附加信息

数据集管理者

• 详细信息: 待补充

许可证信息

• 许可证: CC 4.0

引用信息

• 详细信息: 待补充

贡献者

• 贡献者: Mohammad Al-Fetyani, Muhammad Al-Barham, Gheith Abandah, Adham Alsharkawi, Maha Dawas
• 日期: August 18, 2021
• 数据集名称: MASC: Massive Arabic Speech Corpus
• DOI: https://dx.doi.org/10.21227/e1qb-jv46