metadata
license: cc
language:
- bjn
- bzi
- ceb
- ind
- jra
- kqr
- mya
- tgl
pretty_name: Bloom Speech
task_categories:
- speech-recognition
tags:
- speech-recognition
This version of the Bloom Library data is developed specifically for the automatic speech recognition and speech-to-text tasks. It includes data from 56 languages across 18 language families. 8 languages are spoken in Southeast Asia. Before using this dataloader, please accept the acknowledgement at https://huggingface.co/datasets/sil-ai/bloom-speech and use huggingface-cli login for authentication.
Languages
bjn, bzi, ceb, ind, jra, kqr, mya, tgl
Supported Tasks
Speech Recognition
Dataset Usage
Using datasets library
from datasets import load_dataset
dset = datasets.load_dataset("SEACrowd/bloom_speech", trust_remote_code=True)
Using seacrowd library
# Load the dataset using the default config
dset = sc.load_dataset("bloom_speech", schema="seacrowd")
# Check all available subsets (config names) of the dataset
print(sc.available_config_names("bloom_speech"))
# Load the dataset using a specific config
dset = sc.load_dataset_by_config_name(config_name="<config_name>")
More details on how to load the `seacrowd` library can be found [here](https://github.com/SEACrowd/seacrowd-datahub?tab=readme-ov-file#how-to-use).
Dataset Homepage
https://huggingface.co/datasets/sil-ai/bloom-speech
Dataset Version
Source: 0.0.1. SEACrowd: 2024.06.20.
Dataset License
Creative Commons license family (cc)
Citation
If you are using the Bloom Speech dataloader in your work, please cite the following:
@inproceedings{leong-etal-2022-bloom,
title = "Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks",
author = "Leong, Colin and
Nemecek, Joshua and
Mansdorfer, Jacob and
Filighera, Anna and
Owodunni, Abraham and
Whitenack, Daniel",
editor = "Goldberg, Yoav and
Kozareva, Zornitsa and
Zhang, Yue",
booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing",
month = dec,
year = "2022",
address = "Abu Dhabi, United Arab Emirates",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.emnlp-main.590",
doi = "10.18653/v1/2022.emnlp-main.590",
pages = "8608--8621",
}
@article{lovenia2024seacrowd,
title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages},
author={Holy Lovenia and Rahmad Mahendra and Salsabil Maulana Akbar and Lester James V. Miranda and Jennifer Santoso and Elyanah Aco and Akhdan Fadhilah and Jonibek Mansurov and Joseph Marvin Imperial and Onno P. Kampman and Joel Ruben Antony Moniz and Muhammad Ravi Shulthan Habibi and Frederikus Hudi and Railey Montalan and Ryan Ignatius and Joanito Agili Lopo and William Nixon and Börje F. Karlsson and James Jaya and Ryandito Diandaru and Yuze Gao and Patrick Amadeus and Bin Wang and Jan Christian Blaise Cruz and Chenxi Whitehouse and Ivan Halim Parmonangan and Maria Khelli and Wenyu Zhang and Lucky Susanto and Reynard Adha Ryanda and Sonny Lazuardi Hermawan and Dan John Velasco and Muhammad Dehan Al Kautsar and Willy Fitra Hendria and Yasmin Moslem and Noah Flynn and Muhammad Farid Adilazuarda and Haochen Li and Johanes Lee and R. Damanhuri and Shuo Sun and Muhammad Reza Qorib and Amirbek Djanibekov and Wei Qi Leong and Quyet V. Do and Niklas Muennighoff and Tanrada Pansuwan and Ilham Firdausi Putra and Yan Xu and Ngee Chia Tai and Ayu Purwarianti and Sebastian Ruder and William Tjhi and Peerat Limkonchotiwat and Alham Fikri Aji and Sedrick Keh and Genta Indra Winata and Ruochen Zhang and Fajri Koto and Zheng-Xin Yong and Samuel Cahyawijaya},
year={2024},
eprint={2406.10118},
journal={arXiv preprint arXiv: 2406.10118}
}