{"title":"Speech recognition via STT API for autonomous mobile robot","authors":"P. Masek, M. Ruzicka","doi":"10.1109/MECHATRONIKA.2014.7018326","DOIUrl":null,"url":null,"abstract":"This paper deals with speech recognition system based on STT API (Speech To Text Application Programming Interface), which was mainly designed for mobile robots Human-Machine interface. This paper is based on preliminary work where one word commands were used. The solution presented in this paper uses the pre-learned database with Bayesian approach. This solution increases the success rate in command recognition against to use plain STT API itself. The major extension of previous work is recognition of whole sentences instead of one single word command. Experimental results with complete sentences are presented in this paper.","PeriodicalId":430829,"journal":{"name":"Proceedings of the 16th International Conference on Mechatronics - Mechatronika 2014","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 16th International Conference on Mechatronics - Mechatronika 2014","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MECHATRONIKA.2014.7018326","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
This paper deals with speech recognition system based on STT API (Speech To Text Application Programming Interface), which was mainly designed for mobile robots Human-Machine interface. This paper is based on preliminary work where one word commands were used. The solution presented in this paper uses the pre-learned database with Bayesian approach. This solution increases the success rate in command recognition against to use plain STT API itself. The major extension of previous work is recognition of whole sentences instead of one single word command. Experimental results with complete sentences are presented in this paper.
本文研究了基于STT API (speech To Text Application Programming Interface,语音到文本应用程序编程接口)的语音识别系统,该系统主要针对移动机器人的人机界面而设计。这篇论文是基于一个词命令使用的初步工作。本文提出的解决方案采用贝叶斯方法的预学习数据库。与使用普通STT API本身相比,该解决方案提高了命令识别的成功率。对先前工作的主要扩展是对整个句子的识别,而不是单个单词命令的识别。本文给出了完整句子的实验结果。