Dataset Preview Go to dataset viewer
input_values (json)labels (json)
[2.816508185787825e-6,2.816508185787825e-6,2.816508185787825e-6,2.816508185787825e-6,2.8165081857878 (...TRUNCATED)
[11,32,28,6,23,12,15,23,28,13,24,28,11,2,3,11,28,15,21,14,2,18,28,11,7,11,32,28,12,24,12,2,21,12,13, (...TRUNCATED)
[-5.881517608941067e-6,-5.881517608941067e-6,-5.881517608941067e-6,-5.881517608941067e-6,-5.88151760 (...TRUNCATED)
[23,6,12,28,3,31,12,24,28,15,18,2,24,28,23,24,28,15,3,2,8,28,23,24,28,15,3,2,8,28,12,24,12,3,21,27,2 (...TRUNCATED)
[0.00001635041189729236,0.00001635041189729236,0.00001635041189729236,0.00001635041189729236,0.00001 (...TRUNCATED)
[12,24,3,24,12,11,28,32,24,15,13,11,28,12,13,5,25,28,3,31,12,24,28,19,17,24,2,12,28,15,15,7,15,6,15, (...TRUNCATED)
[0.000544932612683624,0.000544932612683624,0.000544932612683624,0.000544932612683624,0.0005449326126 (...TRUNCATED)
[19,3,11,28,12,24,24,23,28,12,24,25,26,11,6,28,12,24,25,26,15,11,28,12,24,15,2,11,28,12,24,32,12,14, (...TRUNCATED)
[0.000040872317185858265,0.000040872317185858265,0.000040872317185858265,0.000040872317185858265,0.0 (...TRUNCATED)
[12,23,24,12,28,25,11,17,12,6,28,25,11,17,12,6,28,7,12,6,12,28,12,23,24,12,28,25,11,17,12,6,28,25,11 (...TRUNCATED)
[0.000012886350305052474,0.000012886350305052474,0.000012886350305052474,0.000012886350305052474,0.0 (...TRUNCATED)
[24,2,28,13,12,6,28,4,15,6,12,28,6,6,21,18,24,28,19,12,24,20,11,12,6,28,2,12,24,11,13,12,6,28,24,2,1 (...TRUNCATED)
[0.004592961631715298,0.004592961631715298,0.004592961631715298,0.004592961631715298,0.0045929616317 (...TRUNCATED)
[3,15,12,27,23,28,12,24,25,10,15,3,28,32,19,27,28,12,24,4,21,12,26,28,12,24,3,15,3,15,28,13,11,12,28 (...TRUNCATED)
[0.0005138274282217026,0.0005138274282217026,0.0005138274282217026,0.0005138274282217026,0.000513827 (...TRUNCATED)
[12,24,3,24,12,11,28,32,24,15,13,11,28,2,25,27,28,4,15,28,12,24,18,25,12,6,28,12,24,13,25,15,11,28,1 (...TRUNCATED)
[-0.0002420984674245119,-0.0002420984674245119,-0.0002420984674245119,-0.0002420984674245119,-0.0002 (...TRUNCATED)
[24,12,28,12,24,23,28,12,24,12,28,12,24,24,23,28,11,26,11,27,28,25,3,2,24,28,12,24,24,23,28,32,24,15 (...TRUNCATED)
[3.8201587813091464e-6,3.8201587813091464e-6,3.8201587813091464e-6,3.8201587813091464e-6,3.820158781 (...TRUNCATED)
[11,32,12,13,11,28,4,25,22,23,28,11,14,28,13,19,15,25,23,28,15,12,28,7,11,12,32,23,28,32,24,14,12,6, (...TRUNCATED)
YAML Metadata Error: "paperswithcode_id" must be a string

Dataset Card for MASC: MASSIVE ARABIC SPEECH CORPUS

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.

Edit dataset card
Evaluate models HF Leaderboard