Development of Speech Recognition Technologies By Artificial in-Telligence Systems: A Review of Promising Research and Analysis of Current Achievements
About this article
Keywords:
Modern Technological Solutions; Natural Speech Processing; Voice Interface System; Linguistic Data; Internet of ThingsAbstract
The relevance of this study lies in the widespread use of speech recognition technologies in everyday life and the vital role of artificial intelligence (AI) in this process. The main purpose of this paper is to review promising research in the development of speech recognition technologies by AI systems, as well as to investigate current achievements in this field. The methodological framework of this study is based on the methods of system analysis, which helped explore the most promising modern research in the development of AI for its subsequent application in speech recognition software. During this study, results were obtained indicating a significant number of promising domestic and foreign research studies on AI. The analysed studies also highlight the broad prospects for the use of AI-based speech recognition technologies for smart homes, voice search, the Internet of Things, and the Industrial Internet of Things, services for people with disabilities. The practical significance of the results obtained, as well as the conclusions of this paper, lies in their further application to create effective AI systems that can be used in various fields of modern science and technology for speech recognition.
References
Ahmadov S 2024. Data encryption as a method of protecting personal data in a cloud environment. Bulletin of Cherkasy State Technological Uni-versity, 29(3), 31–41. https://doi.org/10.62660/bcstu/3.2024.31
Akmalov ZM 2023. The impact of artificial intelligence on the education system of Uzbekistan. Modern Scientific Research International Scientific Journal, 1(8), 193–201.
Allah Rakha N 2023. Artificial intelligence strategy of Uzbekistan: Policy framework, preferences, and challenges. International Journal of Law and Policy, 1(1). https://doi.org/10.59022/ijlp.27
Allah Rakha N 2024. Cybercrime and the law: Addressing the challenges of digital forensics in criminal investigations. Mexican Law Review, 16(2), 23–54. https://doi.org/10.22201/iij.24485306e.2024.2.18892
Androshchuk A 2023. Cyber protection in programming languages Java and C#. Technologies and Engineering, 24(3), 9–14. https://doi.org/10.30857/2786-5371.2023.3.1
View more references (50)
Azieva G, Kerimkhulle S, Turusbekova U, Alimagambetova A & Niyazbekova S 2021. Analysis of access to the electricity transmission network using information technologies in some countries. E3S Web of Conferences, 258, 11003. https://doi.org/10.1051/e3sconf/202125811003
Babak V, Filonenko S & Kalita V 2005. Acoustic emission under temperature tests of materials. Aviation, 9(4), 24–28. https://doi.org/10.1080/16487788.2005.9635914
Bezshyyko O, Dolinskii A, Bezshyyko K, Kadenko I, Yermolenko R & Ziemann V 2008. PETAG01: A program for the direct simulation of a pel-let target. Computer Physics Communications, 178(2), 144–155. https://doi.org/10.1016/j.cpc.2007.07.013
Bhable SG, Deshmukh RR & Kayte CN 2023. Comparative analysis of automatic speech recognition techniques. In: Proceedings of the Interna-tional Conference on Applications of Machine Intelligence and Data Analytics (pp. 897–904). Amsterdam: Atlantis Press. https://doi.org/10.2991/978-94-6463-136-4_79
Bisenovna KA, Ashatuly SA, Beibutovna LZ, Yesilbayuly KS, Zagievna AA, Galymbekovna MZ & Oralkhanuly OB 2024. Improving the effi-ciency of food supplies for a trading company based on an artificial neural network. International Journal of Electrical and Computer Engineering, 14(4), 4407–4417. https://doi.org/10.11591/ijece.v14i4.pp4407-4417
Dashko Y 2023. Information technologies in the educational process: Features and advantages. Pedagogical Sciences, 6(2), 46–51. https://doi.org/10.33989/2524-2474.2023.82.295094
Denisov R & Popovych P 2024. Peculiarities of application of object recognation system in real time on microcontrollers with subsequent voise out-put of information for people with visual impairments. Technologies and Engineering, 25(3), 21–30. https://doi.org/10.30857/2786-5371.2024.3.2
Destek MA, Hossain MR, Manga M & Destek G 2024. Can digital government reduce resource dependency? Evidence from the method of mo-ments quantile technique. Resources Policy, 99, 105426. https://doi.org/10.1016/j.resourpol.2024.105426
General Data Protection Regulation 2016. https://gdpr-info.eu/
Hassanien AE, Chatterjee JM & Jain V 2022. Artificial intelligence and Industry 4.0. London: Academic Press.
Hirsch-Kreinsen H 2023. Artificial intelligence: A “promising” technology. AI & Society, 39(4), 1641–1652. https://doi.org/10.1007/s00146-023-01629-w
Imamguluyev R & Umarova N 2022. Application of Fuzzy Logic Apparatus to Solve the Problem of Spatial Selection in Architectural-Design Pro-jects. Lecture Notes in Networks and Systems, 307, 842–848. https://doi.org/10.1007/978-3-030-85626-7_98
International Organization for Standardization 2017. ISO/IEC 30122-2 – Information technology – User interfaces – Voice commands. https://www.iso.org/standard/63161.html
International Organization for Standardization 2022. ISO/IEC 27001 – Information security, cybersecurity and privacy protection – Information security management systems – Requirements. https://www.iso.org/standard/27001
Kavaldzhieva K 2019. The Impact of Digitalization on the Measurement of value in the production and operation of industrial products. In: 2019 International Conference on High Technology for Sustainable Development, HiTech 2019 (Article number: 9128260). Sofia: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/HiTech48507.2019.9128260
Khadzhiradieva S, Bezverkhniuk T, Nazarenko O, Bazyka S & Dotsenko T 2024. Personal data protection: Between human rights protection and national security. Social and Legal Studios, 7(3), 245–256. https://doi.org/10.32518/sals3.2024.245
Khan MW, Destek MA & Khan Z 2025. Income Inequality and Artificial Intelligence: Globalization and age dependency for developed countries. Social Indicators Research, 176(3), 1207–1233.
Kharchenko V, Ponochovnyi Y, Qahtan A-SM & Boyarchuk A 2017. Security and availability models for smart building automation systems. In-ternational Journal of Computing, 16(4), 194–202.
Kiran B, Karthik V, Kumar Pavan P, Praveen Kumar K & Srinivasulu A 2023. Automatic speech recognition through artificial intelligence. Interna-tional Journal of Multidisciplinary Research, 5(6), 1–10.
Kiurchev S, Abdullo MA, Vlasenko T, Prasol S & Verkholantseva V 2023. Automated Control of the Gear Profile for the Gerotor Hydraulic Ma-chine. In: Lecture Notes in Mechanical Engineering (pp. 32–43). Springer: Cham. https://doi.org/10.1007/978-3-031-16651-8_4
Kovalchuk D. 2025. Utilising large language models for automated real-time cyber threat analysis. Bulletin of Cherkasy State Technological Uni-versity, 30(1), 48–58. https://doi.org/10.62660/bcstu/1.2025.48
Lyndyuk A, Havrylyuk I, Tomashevskii Yu, Khirivskyi R & Kohut M 2024. The impact of artificial intelligence on marketing communications: New business opportunities and challenges. Economics of Development, 23(4), 60–71. https://doi.org/10.57111/econ/4.2024.60
Marwala T 2021. Rational machines and artificial intelligence. London: Academic Press. https://doi.org/10.1016/C2019-0-02529-0
Mavrovouniotis ML 1990. Artificial intelligence in process engineering. Boston: Academic Press. https://doi.org/10.1016/B978-0-12-480575-0.X5001-1
Mengliev D, Barakhnin V, Abdurakhmonova N & Eskulov M 2024. Developing named entity recognition algorithms for Uzbek: Dataset insights and implementation. Data in Brief, 54, 110413. https://doi.org/10.1016/j.dib.2024.110413
Mukhamadiyev A & Cho J 2024. UzAssistant: Revolutionizing customer service in Uzbekistan with AI. Management and Future Technologies, 1(2), 12–16.
Mukhamadiyev A, Mukhiddinov M, Khujayarov I, Ochilov M & Cho J 2023. Development of language models for continuous Uzbek speech recognition system. Sensors, 23(3), 1145. https://doi.org/10.3390/s23031145
Mureșan M 2023. Impact of artificial intelligence on education. In: Balarabe K (Ed.), RAIS Conference Proceedings (pp. 81–85). Cambridge: Sci-entific Press. https://doi.org/10.5281/zenodo.8132828
Nam C, Jung J-Y & Lee S 2022. Human-centered artificial intelligence: Research and Applications. London: Academic Press. https://doi.org/10.1016/C2020-0-02460-6
National Institute of Standards and Technology 2025. Speaker Recognition. https://www.nist.gov/itl/iad/mig/speaker-recognition
Nordin MN, Mustafa MZ & Mosbiran NF 2023. The application of artificial intelligence in android mobile learning for the special education stu-dents. In: 2023 International Conference on Artificial Intelligence and Smart Communication (AISC) (pp. 806–811). New York: Institute of Elec-trical and Electronics Engineers. https://doi.org/10.1109/AISC56616.2023.10085531
Onipko V & Yaprynets T 2024. Formation of readiness for innovative educational activities as a key competence of future specialists. Ukrainian Professional Education, 8(2), 71–78.
Pandey R, Khatri SK, Singh NK & Verma P 2022. Artificial intelligence and machine learning for EDGE computing. London: Academic Press. https://doi.org/10.1016/C2020-0-01569-0
Porkodi S 2024. The effectiveness of agile leadership in practice: A comprehensive meta-analysis of empirical studies on organizational outcomes. Journal of Entrepreneurship Management and Innovation, 20(2), 117–138. https://doi.org/10.7341/20242026
Porkodi S & Raman AM 2025. Success of cloud computing adoption over an era in human resource management systems: a comprehensive meta-analytic literature review. Management Review Quarterly, 75(2), 1041–1075. https://doi.org/10.1007/s11301-023-00401-0
Potter K & Oluwaseyi J 2024. Advances in artificial intelligence for robotics. Available at: https://www.researchgate.net/publication/377385099_Advances_in_Artificial_Intelligence_for_Robotics
Salaeva M, Salaev U & Kuriyozov E 2023. Uzbek automatic speech recognition models using deep learning techniques. Computer Linguistics: Problems, Solutions, Prospects, 1(1), 218–223.
Sasi S, Subbu SBV, Manoharan P & Abualigah L 2023. Design and implementation of secured file delivery protocol using enhanced elliptic curve cryptography for class I and class II transactions. Journal of Autonomous Intelligence, 6(3). https://doi.org/10.32629/jai.v6i3.740
Semenovska L, Vazhenina I & Fazan V 2023. Individualization of learning as a development actuality information technological society. Pedagogi-cal Sciences, 6(2), 30–34. https://doi.org/10.33989/2524-2474.2023.82.295073
Sharrab YO, Attar H, Eljinini MAH, Al-Omary Y and Al-Momani WE 2025. Advancements in speech recognition: A systematic review of deep learning transformer models, trends, innovations, and future directions. IEEE Access, 13, 46925–46940. https://doi.org/10.1109/ACCESS.2025.3550855
Shevchuk L & Hunaza L 2025. An analysis of international experience in implementing Artificial Intelligence in the educational process. Scientia et Societus, 4(1), 76–85. https://doi.org/10.69587/ss/1.2025.76
Smailov N, Tsyporenko V, Ualiyev Z, Issova A, Dosbayev Z, Tashtay Y, Zhekambayeva M, Alimbekov T, Kadyrova R & Sabibolda A 2025a. Im-proving accuracy of the spectral-correlation direction finding and delay estimation using machine learning. Eastern European Journal of Enterprise Technologies, 2(5(134)), 15–24. https://doi.org/10.15587/1729-4061.2025.327021
Smailov N, Uralova F, Kadyrova R, Magazov R & Sabibolda A 2025b. Optimization of machine learning methods for de-anonymization in social networks. Informatyka Automatyka Pomiary W Gospodarce I Ochronie Srodowiska, 15(1), 101–104. https://doi.org/10.35784/iapgos.7098
Statista 2024. Speech recognition – Worldwide. Available at: https://www.statista.com/outlook/tmo/artificial-intelligence/computer-vision/speech-recognition/worldwide
Stepanenko N 2024. Management of pedagogical communication: Theoretical and applied aspects. Ukrainian Professional Education, 8(2), 79–93.
Syrlybayeva F, Kassymova X, Omarova Е, Zhussipova B & Nurgalieva Е 2024. Protection of information about employee’s personal data in the Republic of Kazakhstan. Social and Legal Studios, 7(4), 90–102. https://doi.org/10.32518/sals4.2024.90
Tahir M, Hassan FD & Shagoo MR 2024. Role of artificial intelligence in education: A conceptual review. World Journal of Advanced Research and Reviews, 22(1), 1469–1475. https://doi.org/10.30574/wjarr.2024.22.1.1217
Trabelsi MA 2024. The impact of artificial intelligence on economic development. Journal of Electronic Business & Digital Economics, 3(2), 142–155. https://doi.org/10.1108/JEBDE-10-2023-0022
Whetten R & Kennigton C 2023. Evaluating and improving automatic speech recognition using severity. In: Demner-Fushman D, Ananiadou S & Cohen K (Eds.), The 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks (pp. 79–91). Toronto: Association for Computational Linguistics. https://doi.org/10.18653/v1/2023.bionlp-1.6
Yessenbek Z, Markabayeva G, Albatyr I, Tleubayeva N & Atay S 2025. Application of Artificial Intelligence Technologies in Digital PR. Rotura Journal of Communication Culture and Arts, 5(1), 83–95. https://doi.org/10.34623/edqp-b256