Design of Speaker Verification using Dynamic Time Warping (DTW) on Graphical Programming for Authentication Process
Authentication is generally required on systems which need safety and privacy. In common, typed username and password are used and applied in authentication system. However, this type of authentication has been identified to have many weaknesses. In order to overcome the problem, many proposed authe...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
University of Brawijaya
2017-06-01
|
| Series: | JITeCS (Journal of Information Technology and Computer Science) |
| Online Access: | http://jitecs.ub.ac.id/index.php/jitecs/article/view/24 |
| _version_ | 1797242769014521856 |
|---|---|
| author | Barlian Henryranu Prasetio Dahnial Syauqy |
| author_facet | Barlian Henryranu Prasetio Dahnial Syauqy |
| author_sort | Barlian Henryranu Prasetio |
| collection | DOAJ |
| description | Authentication is generally required on systems which need safety and privacy. In common, typed username and password are used and applied in authentication system. However, this type of authentication has been identified to have many weaknesses. In order to overcome the problem, many proposed authentication system based on voice as unique characteristics of human. We implement Dynamic Time Warping algorithm to compare human voice with reference voice as the authentication process. The testing results show that the system accuracy of the speech recognition average is 86.785%. |
| first_indexed | 2024-04-24T18:44:29Z |
| format | Article |
| id | doaj.art-ad56ce4a77444b76b59c8cddfcacb703 |
| institution | Directory Open Access Journal |
| issn | 2540-9433 2540-9824 |
| language | English |
| last_indexed | 2024-04-24T18:44:29Z |
| publishDate | 2017-06-01 |
| publisher | University of Brawijaya |
| record_format | Article |
| series | JITeCS (Journal of Information Technology and Computer Science) |
| spelling | doaj.art-ad56ce4a77444b76b59c8cddfcacb7032024-03-27T08:13:26ZengUniversity of BrawijayaJITeCS (Journal of Information Technology and Computer Science)2540-94332540-98242017-06-012110.25126/jitecs.2017212414Design of Speaker Verification using Dynamic Time Warping (DTW) on Graphical Programming for Authentication ProcessBarlian Henryranu Prasetio0Dahnial Syauqy1Laboratory of Computer Engineering and Robotics, Faculty of Computer Science, University of BrawijayaLaboratory of Computer Engineering and Robotics, Faculty of Computer Science, University of BrawijayaAuthentication is generally required on systems which need safety and privacy. In common, typed username and password are used and applied in authentication system. However, this type of authentication has been identified to have many weaknesses. In order to overcome the problem, many proposed authentication system based on voice as unique characteristics of human. We implement Dynamic Time Warping algorithm to compare human voice with reference voice as the authentication process. The testing results show that the system accuracy of the speech recognition average is 86.785%.http://jitecs.ub.ac.id/index.php/jitecs/article/view/24 |
| spellingShingle | Barlian Henryranu Prasetio Dahnial Syauqy Design of Speaker Verification using Dynamic Time Warping (DTW) on Graphical Programming for Authentication Process JITeCS (Journal of Information Technology and Computer Science) |
| title | Design of Speaker Verification using Dynamic Time Warping (DTW) on Graphical Programming for Authentication Process |
| title_full | Design of Speaker Verification using Dynamic Time Warping (DTW) on Graphical Programming for Authentication Process |
| title_fullStr | Design of Speaker Verification using Dynamic Time Warping (DTW) on Graphical Programming for Authentication Process |
| title_full_unstemmed | Design of Speaker Verification using Dynamic Time Warping (DTW) on Graphical Programming for Authentication Process |
| title_short | Design of Speaker Verification using Dynamic Time Warping (DTW) on Graphical Programming for Authentication Process |
| title_sort | design of speaker verification using dynamic time warping dtw on graphical programming for authentication process |
| url | http://jitecs.ub.ac.id/index.php/jitecs/article/view/24 |
| work_keys_str_mv | AT barlianhenryranuprasetio designofspeakerverificationusingdynamictimewarpingdtwongraphicalprogrammingforauthenticationprocess AT dahnialsyauqy designofspeakerverificationusingdynamictimewarpingdtwongraphicalprogrammingforauthenticationprocess |