作为数字文化遗产的巴厘岛语音文本数据集
I Gusti Agung Gede Arya Kadyanan1, Ngurah Agus Sanjaya Er1, Anak Agung Istri Ngurah Eka Karyawati1
1Department of Informatics, Faculty of Mathematics and Natural Sciences, Udayana University, Badung, Indonesia.
Data in brief
|April 25, 2025
概括
这项研究开发了一套巴厘语音数据集,解决了文字对语音 (TTS) 和语音识别资源的缺乏. 新的数据集支持巴厘岛语言保护和自然语言处理 (NLP) 研究.
科学领域:
- 计算语言学 计算语言学
- 语音技术 语言技术
- 社会语言学 社会语言学
背景情况:
- 巴厘语在当前的语音技术中缺乏代表性.
- 有限的数字资源阻碍了巴厘岛的自然语言处理 (NLP) 研究和语音技术应用.
- 一个重大挑战是巴厘岛语音数据集的稀缺性.
研究的目的:
- 创建一个多样化的巴厘语音数据集,包括母语人士和各种礼貌水平.
- 支持巴厘岛文字转化 (TTS),语音识别和语音转化技术的发展.
- 促进NLP研究和巴厘岛语言的数字保存.
主要方法:
- 从使用Badung方言的巴厘岛本地说者获取音频数据.
- 应用无声化技术来提高音频质量.
- 根据巴厘岛的礼貌水平 (Alus Singgih, Alus Sor, Alus Mider, Mider, Andap),短语和字母来对录音进行分类.
主要成果:
- 一个包含1187个音频录音的数据集已经成功开发出来.
- 数据集捕捉了巴厘岛语言中广泛的社会变异.
- 该资源包括多种语言元素,增强其用于各种应用的实用性.
结论:
- 创建的数据集是推进巴厘岛语言语音技术的宝贵资源.
- 这个倡议有助于巴厘语的数字保存,并促进NLP研究的低资源语言.
- 该数据集为未来的计算语言学和区域语言语音处理研究开辟了道路.
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