Araştırma Makalesi

Identity Verification Processes With Voice Biometrics and Artificial Intelligence

Cilt: 8 Sayı: 1 31 Temmuz 2024
PDF İndir
EN

Identity Verification Processes With Voice Biometrics and Artificial Intelligence

Öz

Biometrics refers to the measurable physical and behavioral characteristics of every living creature. These characteristics represent the unique biological characteristics of individuals. The identities of living things can be determined by analyzing various types of biological data such as fingerprints, faces, eyes, voices, and vascular patterns. Identification from biometric features is used in almost every field today. Voice biometrics performs identity verification by analyzing individuals' speech patterns. Today, voice identification is used as an alternative or verification step in many areas. However, with the spread, the protection of personal data and fraud has gained great importance. In particular, ensuring the confidentiality and security of biometric data is of critical importance for the healthy management of personal data and creating a secure environment. In this context, there are laws and standards determined by the regulatory and supervisory boards of the states. With the development of artificial intelligence technology in recent years, a new threat has emerged regarding the forgery of biometric data. Artificial intelligence algorithms could make it possible to forge biometric data, which could lead to increased fraud. Therefore, the development and implementation of security solutions for the security of biometric data has become an important necessity. In this article, studies on biometric features, especially voice biometrics, and their use with artificial intelligence technology will be discussed.

Anahtar Kelimeler

Proje Numarası

AICCONF24 - Submission ID: 110 - Identity Verification Processes With Voice Biometrics and Artificial Intelligence

Kaynakça

  1. [1] A. I. B. A. B. E. &. S. K. Awad, “AI-powered biometrics for Internet of Things security: A review and future vision. Journal of Information Security and Applications,” pp. 103748,82, 2024.
  2. [2] A. Goode, “Biometrics for banking: best practices and barriers to adoption. Biometric Technology Today,” pp. 5-7, 2018(10).
  3. [3] S. &. K. M. Dargan, “A comprehensive survey on the biometric recognition systems based on physiological and behavioral modalities. Expert Systems with Applications,” pp. 143, 113114., 2020.
  4. [4] N. A. A. &. K. R. A. Singh, “Voice biometric: A technology for voice based authentication. Advanced Science, Engineering and Medicine,” pp. 10(7-8), 754-759, 2018.
  5. [5] M. &. P. Z. Glowacki, “Architecture of the integrated system for voice identity distribution. In 2012 19th International Conference on Microwaves, Radar & Wireless Communications,” IEEE, vol. Vol. 2, pp. 542-545, 2012, May.
  6. [6] S. Panda, “Intelligent Voice-Based Authentication System. Proceedings of Third International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC),” IEEE, Palladam, pp. 757-760, 12-14 December 2019.
  7. [7] M. L. C. &. D. C. M. Fairhurst, “Predictive biometrics: a review and analysis of predicting personal characteristics from biometric data,” IET Biometrics,, vol. 6(6), pp. 369-378, 2017.
  8. [8] Z. &. A. E. Can, “A review of recent machine learning approaches for voice authentication systems, Journal of Information and Communication Technologies,” pp. 5(1), 95-113, 2023.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Konuşma Tanıma

Bölüm

Araştırma Makalesi

Erken Görünüm Tarihi

9 Temmuz 2024

Yayımlanma Tarihi

31 Temmuz 2024

Gönderilme Tarihi

29 Nisan 2024

Kabul Tarihi

10 Haziran 2024

Yayımlandığı Sayı

Yıl 2024 Cilt: 8 Sayı: 1

Kaynak Göster

APA
Örpek, Z., Tural, B., & Özmen, S. (2024). Identity Verification Processes With Voice Biometrics and Artificial Intelligence. International Journal of Multidisciplinary Studies and Innovative Technologies, 8(1), 1-4. https://izlik.org/JA36MX83JT
AMA
1.Örpek Z, Tural B, Özmen S. Identity Verification Processes With Voice Biometrics and Artificial Intelligence. IJMSIT. 2024;8(1):1-4. https://izlik.org/JA36MX83JT
Chicago
Örpek, Zeynep, Büşra Tural, ve Samet Özmen. 2024. “Identity Verification Processes With Voice Biometrics and Artificial Intelligence”. International Journal of Multidisciplinary Studies and Innovative Technologies 8 (1): 1-4. https://izlik.org/JA36MX83JT.
EndNote
Örpek Z, Tural B, Özmen S (01 Temmuz 2024) Identity Verification Processes With Voice Biometrics and Artificial Intelligence. International Journal of Multidisciplinary Studies and Innovative Technologies 8 1 1–4.
IEEE
[1]Z. Örpek, B. Tural, ve S. Özmen, “Identity Verification Processes With Voice Biometrics and Artificial Intelligence”, IJMSIT, c. 8, sy 1, ss. 1–4, Tem. 2024, [çevrimiçi]. Erişim adresi: https://izlik.org/JA36MX83JT
ISNAD
Örpek, Zeynep - Tural, Büşra - Özmen, Samet. “Identity Verification Processes With Voice Biometrics and Artificial Intelligence”. International Journal of Multidisciplinary Studies and Innovative Technologies 8/1 (01 Temmuz 2024): 1-4. https://izlik.org/JA36MX83JT.
JAMA
1.Örpek Z, Tural B, Özmen S. Identity Verification Processes With Voice Biometrics and Artificial Intelligence. IJMSIT. 2024;8:1–4.
MLA
Örpek, Zeynep, vd. “Identity Verification Processes With Voice Biometrics and Artificial Intelligence”. International Journal of Multidisciplinary Studies and Innovative Technologies, c. 8, sy 1, Temmuz 2024, ss. 1-4, https://izlik.org/JA36MX83JT.
Vancouver
1.Zeynep Örpek, Büşra Tural, Samet Özmen. Identity Verification Processes With Voice Biometrics and Artificial Intelligence. IJMSIT [Internet]. 01 Temmuz 2024;8(1):1-4. Erişim adresi: https://izlik.org/JA36MX83JT