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Design of p-flann Model for Intelligent Water Fountain Sound pleasantness Monitoring Using Bio-inspired Computing and Human Speech perception

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Journal of Artificial Intelligence and Technology 2023年第4期3卷 187-194页

作者： Barnali Brahma Tusar Kanti Dash Ganapati panda L V Narasimha prasad Rajesh Kulkarni C V Raman Global University BhubaneswarIndia Institute of Aeronautical Engineering HyderabadIndia MVSR Engineering College Nadargul HyderabadIndia

Cognitive-inspired computational systems play a crucial role in designing intelligent health monitoring systems which help both patients and *** also helps in early and consistent decision-making for various health issues including human psychological *** fountains built in parks and public spaces are used as decorative instruments which not only give appealing visuals but also provide a relaxing environment to the *** natural sounds have a direct effect on the psychological health of *** few research works are reported on developing the relationship between water sounds and their corresponding psychological *** assessment needs trained manpower and a lot of experimental time which is costly and may not be always *** this paper,to access the from the pleasantness from human health-friendly water fountain sounds,a perceptually weighted functional link artificial neural network(p-flann)model is *** reduce the computational complexity of training and for faster convergence,swam intelligence-based optimization algorithm is used for updating the *** is observed from the comparative simulation results that the proposed p-flann model can effectively perform prediction tasks which is not only cost-effective but also 95%accurate and can play a crucial role in designing human health-friendly water fountains in smart cities.

关键词： AI-ML automated speech recognition bio-inspired computing flann p-flann water sound

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