SEACrowd/indspeech_news_ethnicsr|语音识别数据集|印尼民族语言数据集

INDspeech_NEWS_EthnicSR 是一个用于印尼民族语音识别的爪哇语和巽他语语音语料库。该数据集由日本奈良先端科学技术大学院大学（NAIST）与印尼万隆理工学院（ITB）于2012年合作开发。数据集支持语音识别任务，并提供了多种加载方法。

原始信息汇总

数据集概述

基本信息

• 名称: Indspeech News Ethnicsr
• 语言: 巽他语 (sun), 爪哇语 (jav)
• 任务类别: 语音识别
• 标签: 语音识别

数据集详情

• 开发时间: 2012年
• 开发机构: 奈良科学技术研究所 (NAIST, 日本) 与万隆理工学院 (ITB, 印度尼西亚) 合作开发

支持的任务

• 语音识别

数据集使用

使用 datasets 库

python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/indspeech_news_ethnicsr", 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_ethnicsr", schema="seacrowd")

查看数据集的所有可用子集（配置名称）

print(sc.available_config_names("indspeech_news_ethnicsr"))

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

• 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

• CC-BY-NC-SA 4.0

引用

• 使用数据集时，请引用以下内容： plaintext @inproceedings{sani-cocosda-2012, title = "Towards Language Preservation: Preliminary Collection and Vowel Analysis of {I}ndonesian Ethnic Speech Data", author = "Sani, Auliya and Sakti, Sakriani and Neubig, Graham and Toda, Tomoki and Mulyanto, Adi and Nakamura, Satoshi", booktitle = "Proc. Oriental COCOSDA", year = "2012", pages = "118--122", address = "Macau, China" }

@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} }