TY - GEN
T1 - Voice-Controlled Object Pick and Place for Collaborative Robots Employing the ROS2 Framework
AU - Asha, C. S.
AU - D'Souza, Jeane Marina
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Industrial automation has heavily relied on robot arms, mainly when human involvement is not feasible. This paper introduces a robotic arm designed to pick up objects based on a patient's verbal command, precisely the word 'pick.' The system incorporates a perception unit for goal identification, a motion planner, and a robot controller. ROS2 is the middleware for context processing, a speech-based user interface using VOSK, and MoveIt2 for motion planning and control. The VOSK model has been implemented for speech recognition, demonstrating encouraging results through transfer learning from pre-existing weights. A finite state machine (FSM) has been developed to manage the execution flow of the route to the collaborative robotic arm, enabling it to carry out tasks effectively.
AB - Industrial automation has heavily relied on robot arms, mainly when human involvement is not feasible. This paper introduces a robotic arm designed to pick up objects based on a patient's verbal command, precisely the word 'pick.' The system incorporates a perception unit for goal identification, a motion planner, and a robot controller. ROS2 is the middleware for context processing, a speech-based user interface using VOSK, and MoveIt2 for motion planning and control. The VOSK model has been implemented for speech recognition, demonstrating encouraging results through transfer learning from pre-existing weights. A finite state machine (FSM) has been developed to manage the execution flow of the route to the collaborative robotic arm, enabling it to carry out tasks effectively.
UR - http://www.scopus.com/inward/record.url?scp=85199422214&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85199422214&partnerID=8YFLogxK
U2 - 10.1109/AMATHE61652.2024.10582225
DO - 10.1109/AMATHE61652.2024.10582225
M3 - Conference contribution
AN - SCOPUS:85199422214
T3 - 2024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science, AMATHE 2024
BT - 2024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science, AMATHE 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science, AMATHE 2024
Y2 - 16 May 2024 through 17 May 2024
ER -