Voice-Activated In-Car Assistant With Natural Language Processing
Keywords:
Voice Recognition, Hands-Free Control, trasonic Sensor (HC-SR04), Obstacle Detection, DHT11 Sensor, Temperature, Humidity Monitoring, Vehicle Navigation, Extreme Temperature DetectionAbstract
"Voice-Activated In-Car Assistant with Natural Language Processing" paper combines natural language processing and voice recognition to provide a clever, hands-free car control system. The system, which uses a Raspberry Pi as its primary microprocessor, uses a USB microphone to pick up voice instructions, giving the user control over a number of in- car features. To ensure safety when navigating, an ultrasonic sensor (HC-SR04) is employed to identify impediments. A DHT11 sensor provides environmental feedback by measuring temperature and humidity in real time, while a servo motor controls the car's windows. The direction of the vehicle is controlled by a motor driver, while audio output is provided by a speaker for notifications, song playback, and voice responses. Email warnings for particular conditions, including barrier detection or extremely high or low temperatures, are also included in the system. By enabling users to control the robot's movement, check the weather, open the windows get safety alerts, and play music—all with simple voice commands—this smart assistant improves in-car convenience.
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A. K. Shukla, P. Kansal, and J. Parkash, "Enhancing Efficiency and Functionality of Voice-Controlled Cars Through NLP Techniques and Additional Features," in Computing and Machine Learning: Proceedings of CML 2024, Singapore: Springer Nature Singapore, 2024, pp. 111–121.
A. Paranjape, Y. Patwardhan, V. Deshpande, A. Darp, and J. Jagdale, "Voice-Based Smart Assistant System for Vehicles using RASA," arXiv preprint arXiv:2312.01642, Dec. 2023.
M. Rony, J. Doe, and J. Smith, "CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering," unpublished..
L. Wang, E. Zhang, and M. Johnson, "Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars," unpublished..
M. Ridzuan, A. Faiz, and N. Huda, "Voice Recognition Vehicle System Using Arduino," International Journal of Advanced Computer Science and Applications, vol. 12, no. 4, pp. 150–156, 2021.
R. Shah, P. Patel, and A. Verma, "The Role of NLP in Developing Intelligent Chatbots," Journal of Artificial Intelligence Research, vol. 67, pp. 345–360, 2022.
A. Jain and M. Jason, "Exploring Personal Desktop Voice Assistants," International Journal of Human-Computer Interaction, vol. 39, no. 2, pp. 123–134, 2023.
A. K. Shukla, P. Kansal, and J. Parkash, "Voice-Controlled Car Prototype: Advancing Human-Machine Interface with NLP and Wireless Communication," in Computing and Machine Learning: Proceedings of CML 2024, Singapore: Springer Nature Singapore, 2024, pp. 122–132.
R. Pillai, "Advancements in NLP for Automotive Virtual Assistants," Journal of Computational Intelligence Research, vol. 15, no. 3, pp. 200–215, 2023.
A. Paranjape, Y. Patwardhan, V. Deshpande, A. Darp, and J. Jagdale, "Voice-Based Smart Assistant System for Vehicles using RASA," arXiv preprint arXiv:2312.01642, Dec. 2023.
M. Rony, J. Doe, and J. Smith, "CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering," unpublished.
L. Wang, E. Zhang, and M. Johnson, "Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars," unpublished.
M. Ridzuan, A. Faiz, and N. Huda, "Voice Recognition Vehicle System Using Arduino," International Journal of Advanced Computer Science and Applications, vol. 12, no. 4, pp. 150–156, 2021.
R. Shah, P. Patel, and A. Verma, "The Role of NLP in Developing Intelligent Chatbots," Journal of Artificial Intelligence Research, vol. 67, pp. 345–360, 2022.
R. Pillai, "Advancements in NLP for Automotive Virtual Assistants," Journal of Computational Intelligence Research, vol. 15, no. 3, pp. 200–215, 2023.
A. Paranjape, Y. Patwardhan, V. Deshpande, A. Darp, and J. Jagdale, "Voice-Based Smart Assistant System for Vehicles using RASA," arXiv preprint arXiv:2312.01642, Dec. 2023.
A. K. Shukla, P. Kansal, and J. Parkash, "Enhancing Efficiency and Functionality of Voice-Controlled Cars Through NLP Techniques and Additional Features," in Computing and Machine Learning: Proceedings of CML 2024, Singapore: Springer Nature Singapore, 2024, pp. 111–121.
M. Rony, J. Doe, and J. Smith, "CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering," unpublished.
L. Wang, E. Zhang, and M. Johnson, "Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self- Driving Cars," unpublished.
M. Ridzuan, A. Faiz, and N. Huda, "Voice Recognition Vehicle System Using Arduino," International Journal of Advanced Computer Science and Applications, vol. 12, no. 4, pp. 150– 156, 2021.
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