Suzuki, Syofian and Silvia, Oktarina (2011) Pengenalan Suara Pembicara Mengunakan Metode Dynamic Time Warping. Jurnal Sains & Teknologi Fakultas Teknik, I (2). pp. 51-59. ISSN 2088-060X
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Abstract
The world of technology is vast and endless. Lately, it has been developing rapidly in many of its distinct fields, especially in the field of biometric. the software developed for this final project is just one fragment of an biometric application. it replicates the auditory system of a human being to indentify a speaker based on his/her voice, which is used as the input to the software. This application was developed using LPC (Linear Predictive Coding), also supported by DTW (Dynamic Time Warping) method. LPC converts a sound signal so that needs many step in the speaker identification Pre-Emphasize Filter, Frame Blocking, Frame Windowing,Auto Corellation Analysis, LPC Analysis dan Cepstral Coeffisient into several data vector which provide useful information in the speaker identification process. therefore, the support the Dynamic Time Warping method for speaker identification process. the software uses the Object Oriented Programming (OOP) concept and programmed in Borland Delphi 7.0. The application was tested on 10 people, each person was told to pronounce a set of 3 times predetermined words correctly, the test result showed that this application has accuracy rate of 65% to 99% in speaker identification. the parameter values used both LPC and Dynamic Time Warping methods highly contribute to affecting the aplication’s accuracy rate.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Dynamic Time Warping, Linear Predictive Coding, Speaker Recognition |
| Subjects: | 500 Natural Science/Ilmu Pengetahuan Alam > 531.11 Dynamics, Statics/Dinamika, Statika |
| Divisions: | Fakultas Teknik > Teknik Elektro |
| Depositing User: | Setyo Renny Perpustakaan |
| Date Deposited: | 08 Jan 2019 08:59 |
| Last Modified: | 08 Jan 2019 08:59 |
| URI: | http://repository.unsada.ac.id/id/eprint/604 |
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