knowledge sources integration framework for multilingual speech recognition for minority language

小语种多语言语音识别知识源集成框架

• 批准号: 24700172
• 负责人: SAKTI Sakriani
• 金额: $ 2.83万
• 依托单位: Nara Institute of Science and Technology
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Young Scientists (B)
• 财政年份: 2012
• 资助国家: 日本
• 起止时间: 2012-04-01 至 2014-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-24700172/
• 关键词: 音声情報処理; 音声認識; 国際研究者交流

Various intangible cultural expressions are fragile and easily lost, and many indigenous people face isolation due to language and cultural barriers. Speech translation is significant for indigenous communities to preserve their cultural language and overcome language barriers. This research focuses on one part of speech translation system which developing a speech recognition for minority indigenous languages. We were successfully collect the data from the main minority languages existing in Indonesia, and analyze the characteristics of those languages. Furthermore, by incorporating efficient knowledge source into Indonesian ASR baseline, the ASR of minority languages were successfully been developed.

各种非物质文化表现形式都很脆弱，很容易丢失，许多土著人民因语言和文化障碍而面临孤立。言语翻译对于原住民社区保存其文化语言和克服语言障碍具有重要意义。本研究主要针对语音翻译系统中的一部分，开发了一个针对少数民族土著语言的语音识别系统。我们成功地收集了印度尼西亚主要少数民族语言的数据，并分析了这些语言的特点。此外，通过将有效的知识源纳入印度尼西亚的ASR基线，成功地开发了少数民族语言的ASR。

项目成果

Towards Language Preservation : Preliminary Collection and Vowel Analysis of Indonesian Ethnic Speech Data

走向语言保护：印度尼西亚民族语音数据的初步收集和元音分析

• 发表时间: 2012
• 作者: Auliya Sani;Sakriani Sakti;Graham Neubig;Tomoki Toda;Adi Mulyanto;Satoshi Nakamura
• 通讯作者: Satoshi Nakamura

Recent Progress in Developing Graphame-based Speech Recognition for Indonesian Ethnic Languages: Javanese, Sundanese, Balinese, and Bataks

印度尼西亚少数民族语言（爪哇语、巽他语、巴厘岛语和巴塔克语）开发基于字形的语音识别的最新进展

• 发表时间: 2014
• 期刊: Proc. of SLTU 2014
• 作者: Sakriani Sakti

Towards Language Preservation: Design and Collection of Graphemically Balanced and Parallel Speech Corpora of Indonesian Ethnic Languages

走向语言保存：印度尼西亚少数民族语言字形平衡并行语音语料库的设计与收集

• 发表时间: 2013
• 期刊: Proc. of Oriental COCOSDA 2013
• 作者: Sakriani Sakti;Sakriani Sakti
• 通讯作者: Sakriani Sakti

Towards Language Preservation: Preliminary Collection and Vowel Analysis of Indonesian Ethnic Speech Data

走向语言保护：印度尼西亚民族语音数据的初步收集和元音分析

• 发表时间: 2012
• 期刊: O-Cocosda
• 作者: Sakriani Sakti;Sakriani Sakti;Auliya Sani
• 通讯作者: Auliya Sani

Recent Progress in Developing Graphame-based Speech Recognition for Indonesian Ethnic Languages : Javanese, Sundanese, Balinese, and Bataks

印度尼西亚少数民族语言（爪哇语、巽他语、巴厘岛语和巴塔克语）开发基于字形的语音识别的最新进展

• 发表时间: 2014
• 作者: Sakriani Sakti;Satoshi Nakamura
• 通讯作者: Satoshi Nakamura