Voice-Controlled Navigation for TurtleBot3 using ROS Noetic and Speech Recognition

Mohammad Afif Kasno, Norhidayah Mohamad Yatim, Tae Won Kang, Jo Min Hee, Jun Woo Nam, Jin Woo Jung

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This study presents a unique approach for operating the TurtleBot3 Waffle-Pi robot with voice instructions using the ROS Noetic framework. The system uses the SpeechRecognition library to translate voice inputs into movement commands, with the goal of improving user engagement and providing an intuitive control mechanism that can be applied to a variety of domains including assistive robotics. The system naturally interfaces with ROS Noetic, which uses Python for scripting and control logic. The method entails real-time recording audio with a microphone, filtering it to remove noise, then interpreting commands with Google's speech recognition API. For the TurtleBot3, commands like 'forward,' 'back,' 'left,' 'right,' and 'stop' are assigned to matching movements. Noise filtering and command disambiguation problems are solved by modifying the recognizer's energy threshold and using a dynamic energy threshold. A complete test was carried out in controlled situations to determine command recognition accuracy, response time, and navigation precision. The results showed good reliability and effectiveness, with accurate command recognition and minimum reaction delay.

Original languageEnglish
Title of host publicationICTC 2024 - 15th International Conference on ICT Convergence
Subtitle of host publicationAI-Empowered Digital Innovation
PublisherIEEE Computer Society
Pages1970-1971
Number of pages2
ISBN (Electronic)9798350364637
DOIs
StatePublished - 2024
Event15th International Conference on Information and Communication Technology Convergence, ICTC 2024 - Jeju Island, Korea, Republic of
Duration: 16 Oct 202418 Oct 2024

Publication series

NameInternational Conference on ICT Convergence
ISSN (Print)2162-1233
ISSN (Electronic)2162-1241

Conference

Conference15th International Conference on Information and Communication Technology Convergence, ICTC 2024
Country/TerritoryKorea, Republic of
CityJeju Island
Period16/10/2418/10/24

Keywords

  • Mobile Robotics
  • ROS Noetic
  • Speech Recognition
  • TurtleBot3
  • Voice Control

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