SEACrowd/indspeech_news_lvcsr

Indspeech News Lvcsr数据集是第一个用于大词汇量连续语音识别（LVCSR）的印尼语语音数据集，包含超过40小时的语音和400名说话者。该数据集由PT Telekomunikasi Indonesia (TELKOMRisTI)的研发部门与日本国际先进电信研究所（ATR）合作开发，作为亚太电信社区（APT）项目的延续。该数据集还成功用于亚洲语音翻译高级研究（A-STAR）项目中的印尼语LVCSR开发。数据集支持的任务是语音识别，并提供了使用`datasets`和`seacrowd`库加载数据集的示例代码。

原始信息汇总

Indspeech News Lvcsr 数据集概述

语言

• 印尼语 (ind)

支持的任务

• 语音识别 (Speech Recognition)

数据集使用

使用 datasets 库

python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/indspeech_news_lvcsr", trust_remote_code=True)

使用 seacrowd 库

python import seacrowd as sc

使用默认配置加载数据集

dset = sc.load_dataset("indspeech_news_lvcsr", schema="seacrowd")

检查数据集的所有可用子集（配置名称）

print(sc.available_config_names("indspeech_news_lvcsr"))

使用特定配置加载数据集

dset = sc.load_dataset_by_config_name(config_name="<config_name>")

数据集主页

• Indspeech News Lvcsr 数据集主页

数据集版本

• 源版本: 1.0.0
• SEACrowd 版本: 2024.06.20

数据集许可证

• CC BY-NC-SA 4.0

引用

plaintext @inproceedings{sakti-tcast-2008, title = "Development of {I}ndonesian Large Vocabulary Continuous Speech Recognition System within {A-STAR} Project", author = "Sakti, Sakriani and Kelana, Eka and Riza, Hammam and Sakai, Shinsuke and Markov, Konstantin and Nakamura, Satoshi", booktitle = "Proc. IJCNLP Workshop on Technologies and Corpora for Asia-Pacific Speech Translation (TCAST)", year = "2008", pages = "19--24", address = "Hyderabad, India" }

@inproceedings{sakti-icslp-2004, title = "Indonesian Speech Recognition for Hearing and Speaking Impaired People", author = "Sakti, Sakriani and Hutagaol, Paulus and Arman, Arry Akhmad and Nakamura, Satoshi", booktitle = "Proc. International Conference on Spoken Language Processing (INTERSPEECH - ICSLP)", year = "2004", pages = "1037--1040", address = "Jeju Island, Korea" }

@article{sakti-s2st-csl-2013, title = "{A-STAR}: Toward Translating Asian Spoken Languages", author = "Sakti, Sakriani and Paul, Michael and Finch, Andrew and Sakai, Shinsuke and Thang, Tat Vu, and Kimura, Noriyuki and Hori, Chiori and Sumita, Eiichiro and Nakamura, Satoshi and Park, Jun and Wutiwiwatchai, Chai and Xu, Bo and Riza, Hammam and Arora, Karunesh and Luong, Chi Mai and Li, Haizhou", journal = "Special issue on Speech-to-Speech Translation, Computer Speech and Language Journal", volume = "27", number ="2", pages = "509--527", year = "2013", publisher = "Elsevier" }

@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} }