morpheme-based uyghur speech recognition considering vowel weakening
文献类型：期刊论文
| 作者 | Xue Huajian; Zhang Ronghui; Osman Turghun; Li Xiao |
| 刊名 | International Journal of Advancements in Computing Technology
 |
| 出版日期 | 2012 |
| 卷号 | 4期号:1页码:289-296 |
| ISSN号 | 20058039 |
| 英文摘要 | This paper describes the challenges in Uyghur speech recognition caused by rich morphology of this language and a new morpheme-based approach to overcome them. Standard morpheme-based approach is also investigated in this paper and outperforms word-based approach. However, this approach pays no attention to frequent vowel weakening of Uyghur that potentially increases the number of morphemes and reduces the effect of the morpheme-based approach. In the new approach, vowel weakening surface forms are replaced by their corresponding stems in lexicon building and language modeling in order to make more effective vocabulary and more robust language model. Then, The vocabulary and language model are utilized in the experiments. Experimental results show that this new approach gives the best result and performs better than standard morpheme-based approach. |
| 收录类别 | EI |
| 公开日期 | 2012-11-29 |
| 源URL | [http://ir.xjipc.cas.cn/handle/365002/1375]  |
| 专题 | 新疆理化技术研究所_多语种信息技术研究室 |
| 作者单位 | Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Graduate University of Chinese Academy of Science, China |
| 推荐引用方式 GB/T 7714 | Xue Huajian,Zhang Ronghui,Osman Turghun,et al. morpheme-based uyghur speech recognition considering vowel weakening[J]. International Journal of Advancements in Computing Technology,2012,4(1):289-296. |
| APA | Xue Huajian,Zhang Ronghui,Osman Turghun,&Li Xiao.(2012).morpheme-based uyghur speech recognition considering vowel weakening.International Journal of Advancements in Computing Technology,4(1),289-296. |
| MLA | Xue Huajian,et al."morpheme-based uyghur speech recognition considering vowel weakening".International Journal of Advancements in Computing Technology 4.1(2012):289-296. |
入库方式： OAI收割
来源：新疆理化技术研究所
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