智能家电语音识别测试用语料标准化研究

Research on standardization of corpus for speech recognition test of intelligent home appliances

智能家电行业的语音识别技术发展日益成熟,对应的检测技术标准也逐渐统一规范,但是由于测试用语料的差异性,导致不同产品间的测试结果仍然只能用于自身纵向比较,缺乏横向可对比性,这极大阻碍了行业技术发展。从句型、功能、智能等级三方面研究得出语料标准化的可行性及初步构成,为完善智能家电语音识别测试技术提供新的方法和思路。

The development of voice recognition technology in the smart home appliance industry is becoming more and more mature,and the corresponding detection technology standards are gradually unified and standardized,but due to the difference of test corpus,the test results between different products can still only be used for their own vertical comparison and be short of horizontal comparability,which greatly hinders the development of industry technology.Studies the feasibility and preliminary composition of corpus standardization from three aspects:sentence pattern,function and intelligence level,and provides new methods and ideas for improving the speech recognition testing technology of intelligent home appliances.