کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
414083 680807 2012 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Industrially oriented voice control system
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Industrially oriented voice control system
چکیده انگلیسی

The purpose of my research was to develop a novel voice control system for the use in the robotized manufacturing cells as well as to create tools providing its simple integration into manufacturing. A comprehensive study of existing problems and their possible solutions has been performed. Unlike some other works, it focused on the specific requirements that should be fulfilled by industrially oriented voice control systems. Analysis of existing solutions related to the natural language processing and those related to various voice control applications has been performed. Its goal was to establish the optimal method of voice command analysis for industrially oriented systems. Finally, a voice control system for manufacturing cells has been developed, implemented and practically verified in the laboratory. Unlike many other solutions, it takes into consideration almost all aspects of voice command processing (speech recognition, syntactic and semantic analysis and spontaneous speech effects) and – most importantly – their mutual influence. To provide the simple system customization (integration into any particular manufacturing cells), a special format for quasi-natural sublanguage syntax definition has been developed. A novel algorithm for semantic analysis, using specific features of voice commands used for controlling industrial devices and machines, has been incorporated into the system. Successful implementation in the educational robotized machining cell shows that industrial applications should be possible in the very next future.


► Specifics of industrially oriented voice control systems was described.
► Usefulness of existing solutions related to speech recognition was analyzed.
► Recommendations for industrially oriented voice control systems were elaborated.
► A novel algorithm for voice command analysis was created.
► Voice control system for manufacturing cells was developed, implemented and tested.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Robotics and Computer-Integrated Manufacturing - Volume 28, Issue 3, June 2012, Pages 303–315
نویسندگان
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