Design of a big data integration system for physical fitness training development based on speech recognition technology

Jianying Kang, Jianying Kang
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引用次数: 0

Abstract

Physical fitness training development research needs a large amount of data support, and the current data integration system uses the global view to extract data sequentially, which has the problems of too slow loading data and low query efficiency. Design a big data integration system for physical fitness training development based on speech recognition technology. Using FPGA as the carrier, design the speech recognition control module, storage communication module and speech input judgment module. Based on the hardware part of the system, the recognition signal is processed using speech recognition technology. By establishing global ontology mapping relationship, the integration of big data of physical training development is realized. The system functional test results show that the designed system has its minimum query efficiency improved by about 52.6%, and has higher loading efficiency and better processing capability..
基于语音识别技术的体能训练开发大数据集成系统的设计
体能训练发展研究需要大量的数据支持,而目前的数据集成系统采用全局视图顺序提取数据,存在数据加载太慢、查询效率低的问题。设计了一个基于语音识别技术的体能训练开发大数据集成系统。以FPGA为载体,设计了语音识别控制模块、存储通信模块和语音输入判断模块。在系统硬件部分的基础上,利用语音识别技术对识别信号进行处理。通过建立全局本体映射关系,实现体能训练发展大数据的集成。系统功能测试结果表明,所设计的系统最低查询效率提高了52.6%,加载效率更高,处理能力更强。。
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