Modeling and development of a spoken natural language interface for autonomous robot interaction

被引:0
|
作者
Caldeira, Alexandre Gomes [1 ]
Brandao, Alexandre Santos [1 ]
机构
[1] Univ Fed Vicosa, Nucleo Especializacao Robot, Dept Engn Eletr, Vicosa, MG, Brazil
关键词
D O I
10.1109/LARS/SBR/WRE.2018.00088
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Human-robot interaction with autonomous robots, based on spoken language, is an user intuitive approach to unlock further developments in the field of robotics, although still a challenging problem. The focus of the paper is at developing a spoken natural language dialogue interface, flexible and scalable in terms of number of understood and executed commands, without environment noise constraints. Our main objetive is to perform a word morphological analysis in order to provide a text classification. The developed system uses Google Speech Recognizer installed in a smartphone and a laptop connected to it via Bluetooth interface. The proposed algorithm is capable to recognize words despite grammatical tense, with a low error rate and a high language flexibility. The technologies and devices applied guarantee a light, efficient and low-cost solution, unlocking new possibilities for further study and development of better, more autonomous and environment-adaptable robots.
引用
收藏
页码:464 / 468
页数:5
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