Hyperparameter Optimization of CNN Based Open Set Speaker Verification Using MFCC and Speaker Embedding for Voice Biometric Security

Mirza Ardiana, Mat Syai’in, Alief Nur Aisyi Maulidhia, Aulia Rahma Annisa, Yudi Andika, Sholahuddin Muhammad Irsyad, Fauzan Izzul Haq

Open source

DOI
10.30871/jaic.v10i3.13027
Published
2026-06-14
Container
Journal of Applied Informatics and Computing
Publisher
Politeknik Negeri Batam
Open access
unknown

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BibTeX

@article{allodium:10.30871/jaic.v10i3.13027,
  title = {Hyperparameter Optimization of CNN Based Open Set Speaker Verification Using MFCC and Speaker Embedding for Voice Biometric Security},
  author = {Mirza Ardiana and Mat Syai’in and Alief Nur Aisyi Maulidhia and Aulia Rahma Annisa and Yudi Andika and Sholahuddin Muhammad Irsyad and Fauzan Izzul Haq},
  year = {2026},
  journal = {Journal of Applied Informatics and Computing},
  doi = {10.30871/jaic.v10i3.13027},
  url = {https://doi.org/10.30871/jaic.v10i3.13027}
}

RIS

TY  - JOUR
TI  - Hyperparameter Optimization of CNN Based Open Set Speaker Verification Using MFCC and Speaker Embedding for Voice Biometric Security
AU  - Mirza Ardiana
AU  - Mat Syai’in
AU  - Alief Nur Aisyi Maulidhia
AU  - Aulia Rahma Annisa
AU  - Yudi Andika
AU  - Sholahuddin Muhammad Irsyad
AU  - Fauzan Izzul Haq
PY  - 2026
JO  - Journal of Applied Informatics and Computing
DO  - 10.30871/jaic.v10i3.13027
UR  - https://doi.org/10.30871/jaic.v10i3.13027
ER  - 

APA

Ardiana, M., Syai’in, M., Maulidhia, A. N. A., Annisa, A. R., Andika, Y., Irsyad, S. M., & Haq, F. I. (2026). Hyperparameter Optimization of CNN Based Open Set Speaker Verification Using MFCC and Speaker Embedding for Voice Biometric Security. Journal of Applied Informatics and Computing. https://doi.org/10.30871/jaic.v10i3.13027

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