SEACrowd/indspeech_digit_cdsr

INDspeech_DIGIT_CDSR是第一个用于连接数字语音识别（CDSR）的印尼语音数据集。该数据集由TELKOMRisTI（印尼电信研发部门）、日本ATR研究所和万隆理工学院（ITB）在亚太电信联盟（APT）项目下于2004年开发。虽然最初是为听力和语言障碍人群的电信系统开发的，但它也可用于其他应用，如自动呼叫中心，用于识别电话号码。

原始信息汇总

Indspeech Digit Cdsr 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_digit_cdsr", 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_digit_cdsr", schema="seacrowd")

检查数据集的所有可用子集（配置名称）

print(sc.available_config_names("indspeech_digit_cdsr"))

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 Digit Cdsr 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

bibtex @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{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} }