SEACrowd/indspeech_newstra_ethnicsr

INDspeech_NEWSTRA_EthnicSR是一个包含四种主要印度尼西亚民族语言（爪哇语、巽他语、巴厘语和巴塔克语）的语音语料库，这些语料库在字形上是平衡且平行的。该数据集由日本奈良先端科学技术大学院大学（NAIST）于2013年开发，并已用于监督学习和半监督学习中的印度尼西亚民族语音识别研究。数据集支持语音识别任务，并提供了使用`datasets`和`seacrowd`库加载数据集的代码示例。数据集的版本信息、许可证和引用文献也在README中列出。

原始信息汇总

数据集概述

数据集名称

INDspeech_NEWSTRA_EthnicSR

语言

• Javanese
• Sundanese
• Balinese
• Bataks

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_newstra_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_newstra_ethnicsr", schema="seacrowd")

检查数据集的所有可用子集（配置名称）

print(sc.available_config_names("indspeech_newstra_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

https://github.com/s-sakti/data_indsp_newstra_ethnicsr

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

如果使用 Indspeech Newstra Ethnicsr 数据集，请引用以下内容：

@inproceedings{sakti-cocosda-2013, title = "Towards Language Preservation: Design and Collection of Graphemically Balanced and Parallel Speech Corpora of {I}ndonesian Ethnic Languages", author = "Sakti, Sakriani and Nakamura, Satoshi", booktitle = "Proc. Oriental COCOSDA", year = "2013", address = "Gurgaon, India" }

@inproceedings{sakti-sltu-2014, title = "Recent progress in developing grapheme-based speech recognition for {I}ndonesian ethnic languages: {J}avanese, {S}undanese, {B}alinese and {B}ataks", author = "Sakti, Sakriani and Nakamura, Satoshi", booktitle = "Proc. 4th Workshop on Spoken Language Technologies for Under-Resourced Languages (SLTU 2014)", year = "2014", pages = "46--52", address = "St. Petersburg, Russia" }

@inproceedings{novitasari-sltu-2020, title = "Cross-Lingual Machine Speech Chain for {J}avanese, {S}undanese, {B}alinese, and {B}ataks Speech Recognition and Synthesis", author = "Novitasari, Sashi and Tjandra, Andros and Sakti, Sakriani and Nakamura, Satoshi", booktitle = "Proc. Joint Workshop on Spoken Language Technologies for Under-resourced languages (SLTU) and Collaboration and Computing for Under-Resourced Languages (CCURL)", year = "2020", pages = "131--138", address = "Marseille, France" }

@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} }