PENGENALAN SUARA MANUSIA MENGGUNAKAN JARINGAN SYARAF TIRUAN DENGAN METODE LINEAR PREDICTIVE CODING DAN FAST FOURIR TRANSFORM
The voice of each person is basically different from one another, therefore voice can be used in digital technology or biometric methods used by humans to identify or certify a person's identity based on their physical characteristics or behavior and this technology is widely used in the field...
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| Format: | Article |
| Language: | English |
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Universitas Ekasakti LPPM
2023-08-01
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| Series: | Ekasakti Jurnal Penelitian dan Pengabdian |
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| Online Access: | https://ejurnal-unespadang.ac.id/index.php/EJPP/article/view/1130 |
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| author | Nirwan Sinuhaji Benar Romulo P. Aritonang |
| author_facet | Nirwan Sinuhaji Benar Romulo P. Aritonang |
| author_sort | Nirwan Sinuhaji |
| collection | DOAJ |
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The voice of each person is basically different from one another, therefore voice can be used in digital technology or biometric methods used by humans to identify or certify a person's identity based on their physical characteristics or behavior and this technology is widely used in the fields of security. Health and finance. The voice identification process is the process of finding out the identity of a person from the voice they speak. The voice verification process is the process of matching the inputted voice with the voice in the database. This study will use an artificial neural network using the linear predictive coding and fast methods as an initial processor. The voice signal obtained from the recording results is processed by a computer with the FFT algorithm so that a digital signal is obtained, then parsed, the results of the feature extraction with the FFT method then become the input of the LPC method and then implemented into the Artificial Neural Network.
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| format | Article |
| id | doaj-art-5e917ff3340547cb8a9c4601df47d45d |
| institution | OA Journals |
| issn | 2746-7538 2747-0369 |
| language | English |
| publishDate | 2023-08-01 |
| publisher | Universitas Ekasakti LPPM |
| record_format | Article |
| series | Ekasakti Jurnal Penelitian dan Pengabdian |
| spelling | doaj-art-5e917ff3340547cb8a9c4601df47d45d2025-08-20T01:54:54ZengUniversitas Ekasakti LPPMEkasakti Jurnal Penelitian dan Pengabdian2746-75382747-03692023-08-0142PENGENALAN SUARA MANUSIA MENGGUNAKAN JARINGAN SYARAF TIRUAN DENGAN METODE LINEAR PREDICTIVE CODING DAN FAST FOURIR TRANSFORMNirwan Sinuhaji0Benar1Romulo P. Aritonang2ITB IndonesiaPoliteknik Negeri Medan, Medan Sumatera Utara.ITB Indonesia The voice of each person is basically different from one another, therefore voice can be used in digital technology or biometric methods used by humans to identify or certify a person's identity based on their physical characteristics or behavior and this technology is widely used in the fields of security. Health and finance. The voice identification process is the process of finding out the identity of a person from the voice they speak. The voice verification process is the process of matching the inputted voice with the voice in the database. This study will use an artificial neural network using the linear predictive coding and fast methods as an initial processor. The voice signal obtained from the recording results is processed by a computer with the FFT algorithm so that a digital signal is obtained, then parsed, the results of the feature extraction with the FFT method then become the input of the LPC method and then implemented into the Artificial Neural Network. https://ejurnal-unespadang.ac.id/index.php/EJPP/article/view/1130Artificial neural network, Linear Predictive Coding, Fast Fourier Transform |
| spellingShingle | Nirwan Sinuhaji Benar Romulo P. Aritonang PENGENALAN SUARA MANUSIA MENGGUNAKAN JARINGAN SYARAF TIRUAN DENGAN METODE LINEAR PREDICTIVE CODING DAN FAST FOURIR TRANSFORM Ekasakti Jurnal Penelitian dan Pengabdian Artificial neural network, Linear Predictive Coding, Fast Fourier Transform |
| title | PENGENALAN SUARA MANUSIA MENGGUNAKAN JARINGAN SYARAF TIRUAN DENGAN METODE LINEAR PREDICTIVE CODING DAN FAST FOURIR TRANSFORM |
| title_full | PENGENALAN SUARA MANUSIA MENGGUNAKAN JARINGAN SYARAF TIRUAN DENGAN METODE LINEAR PREDICTIVE CODING DAN FAST FOURIR TRANSFORM |
| title_fullStr | PENGENALAN SUARA MANUSIA MENGGUNAKAN JARINGAN SYARAF TIRUAN DENGAN METODE LINEAR PREDICTIVE CODING DAN FAST FOURIR TRANSFORM |
| title_full_unstemmed | PENGENALAN SUARA MANUSIA MENGGUNAKAN JARINGAN SYARAF TIRUAN DENGAN METODE LINEAR PREDICTIVE CODING DAN FAST FOURIR TRANSFORM |
| title_short | PENGENALAN SUARA MANUSIA MENGGUNAKAN JARINGAN SYARAF TIRUAN DENGAN METODE LINEAR PREDICTIVE CODING DAN FAST FOURIR TRANSFORM |
| title_sort | pengenalan suara manusia menggunakan jaringan syaraf tiruan dengan metode linear predictive coding dan fast fourir transform |
| topic | Artificial neural network, Linear Predictive Coding, Fast Fourier Transform |
| url | https://ejurnal-unespadang.ac.id/index.php/EJPP/article/view/1130 |
| work_keys_str_mv | AT nirwansinuhaji pengenalansuaramanusiamenggunakanjaringansyaraftiruandenganmetodelinearpredictivecodingdanfastfourirtransform AT benar pengenalansuaramanusiamenggunakanjaringansyaraftiruandenganmetodelinearpredictivecodingdanfastfourirtransform AT romuloparitonang pengenalansuaramanusiamenggunakanjaringansyaraftiruandenganmetodelinearpredictivecodingdanfastfourirtransform |