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@article{176746,
        author = {Pravin Vijay Thakare and Samiksha Sunil Gaigol and Vaishnavi Namdeo Lahode and Sneha Sunil Khodke and Poonam Devanand Nawalkar},
        title = {A Comprehensive Study of Voice Command Systems: Challenges and Innovations in Real-Time Speech Processing},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {11},
        pages = {7679-7683},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=176746},
        abstract = {Voice command operators have become an integral part of human-computer interaction, enabling hands-free control and enhancing accessibility across a variety of applications. This research explores the development and implementation of a voice command operator system designed to interpret natural language inputs and execute predefined tasks. Utilizing advanced speech recognition techniques and natural language processing (NLP), the system demonstrates real-time responsiveness and adaptability to user commands. Key components include audio signal processing, intent detection, and integration with operational APIs or systems. The paper evaluates system accuracy, latency, and user experience through experimental testing and performance benchmarking. Results indicate a high success rate in command recognition and execution, suggesting the feasibility of deploying such systems in smart environments, assistive technologies, and automation platforms. Future directions involve expanding language support, incorporating contextual understanding, and improving robustness in noisy environments.},
        keywords = {Voice Command Operator, Speech Recognition, Natural Language Processing (NLP), Voice Interface, Human-Computer Interaction (HCI), Voice Control, Automation, Real-time Processing, Smart Assistant, Accessibility, Command Execution, Intent Detection, Audio Signal Processing, Voice-Activated System, Artificial Intelligence (AI), Voice User Interface (VUI), Hands-Free Operation, Context-Aware Computing, Embedded Systems, Multimodal Interaction},
        month = {May},
        }