|
Tai Nguyen So - Vietnam National University, Ha Noi - VNU >
TRƯỜNG ĐẠI HỌC CÔNG NGHỆ >
PTN Micro Nano >
New - Articles of Universities of Vietnam from Scopus >
Search
|
Please use this identifier to cite or link to this item:
http://tainguyenso.vnu.edu.vn/jspui/handle/123456789/13121
|
| Title: | Automatic speech recognition for Vietnamese using HTK system |
| Authors: | Nguyen H.Q.
Trinh V.L.
Le T.D. |
| Keywords: | Acoustic model
Automatic speech recognition
HTK system
Speaker adaptation
Vietnamese speech |
| Issue Date: | 2010 |
| Publisher: | 2010 IEEE-RIVF International Conference on Computing and Communication Technologies: Research, Innovation and Vision for the Future, RIVF 2010 |
| Citation: | Volume , Issue , Page - |
| Abstract: | This paper presents our research on Vietnamese speech recognition using HTK1 system. Our method is the adaptation of Vietnamese data into HTK system: text corpus was collected from Web and then bigram language model was built by the CMU SLM toolkit. The experiments were carried out with different acoustic models. Further more, the experiment using speaker adaptation technique was implemented by MLLR algorithm. For our results, WA (Word Accuracy) in the case of speaker independent recognition test is 71.37% and 75.96% with the test of speaker adaptation. ©2010 IEEE. |
| URI: | http://tainguyenso.vnu.edu.vn/jspui/handle/123456789/13121 |
| ISSN: | |
| Appears in Collections: | New - Articles of Universities of Vietnam from Scopus
|
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.
|
