Development of speech activated Servo motor controller in FPGA

Speech recognition systems have been developed in the past. Various technologies have been used including Field Programmable Gate Array (FPGA). With this research, it is the authors’ main objective to develop in a single FPGA a servo motor controller that is activated using speech commands, namely,...

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Main Author: Marquez, Richard Naje
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Language:English
Published: Animo Repository 2011
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Online Access:https://animorepository.dlsu.edu.ph/etd_masteral/7136
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Institution: De La Salle University
Language: English
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spelling oai:animorepository.dlsu.edu.ph:etd_masteral-129612025-02-14T00:39:09Z Development of speech activated Servo motor controller in FPGA Marquez, Richard Naje Speech recognition systems have been developed in the past. Various technologies have been used including Field Programmable Gate Array (FPGA). With this research, it is the authors’ main objective to develop in a single FPGA a servo motor controller that is activated using speech commands, namely, stop, clockwise and counterclockwise. The software model that was used as a blueprint in the FPGA implementation was done in MATLAB. Besides being the basis for the FPGA design, the MATLAB model was also used for getting the various speech parameters that were then inputted to the FPGA for speech recognition. FPGA implementation was then made using hardware description language (HDL) in 2 major parts: 1) speech recognition system including the speech acquisition module and 2) servo motor controller pulse width modulation (PWM) system. Afterwards, the system was tested for recognition accuracy using an acoustics laboratory with sound-proofing materials to minimize noise. With 200 samples each word, the commands stop, clockwise and counterclockwise had 100.00%, 98.00% and 100.00% accuracy respectively versus the research minimum objective of 70% per command. 2011-03-01T08:00:00Z text application/pdf https://animorepository.dlsu.edu.ph/etd_masteral/7136 Master's Theses English Animo Repository Field programmable gate arrays Electrical and Electronics
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
language English
topic Field programmable gate arrays
Electrical and Electronics
spellingShingle Field programmable gate arrays
Electrical and Electronics
Marquez, Richard Naje
Development of speech activated Servo motor controller in FPGA
description Speech recognition systems have been developed in the past. Various technologies have been used including Field Programmable Gate Array (FPGA). With this research, it is the authors’ main objective to develop in a single FPGA a servo motor controller that is activated using speech commands, namely, stop, clockwise and counterclockwise. The software model that was used as a blueprint in the FPGA implementation was done in MATLAB. Besides being the basis for the FPGA design, the MATLAB model was also used for getting the various speech parameters that were then inputted to the FPGA for speech recognition. FPGA implementation was then made using hardware description language (HDL) in 2 major parts: 1) speech recognition system including the speech acquisition module and 2) servo motor controller pulse width modulation (PWM) system. Afterwards, the system was tested for recognition accuracy using an acoustics laboratory with sound-proofing materials to minimize noise. With 200 samples each word, the commands stop, clockwise and counterclockwise had 100.00%, 98.00% and 100.00% accuracy respectively versus the research minimum objective of 70% per command.
format text
author Marquez, Richard Naje
author_facet Marquez, Richard Naje
author_sort Marquez, Richard Naje
title Development of speech activated Servo motor controller in FPGA
title_short Development of speech activated Servo motor controller in FPGA
title_full Development of speech activated Servo motor controller in FPGA
title_fullStr Development of speech activated Servo motor controller in FPGA
title_full_unstemmed Development of speech activated Servo motor controller in FPGA
title_sort development of speech activated servo motor controller in fpga
publisher Animo Repository
publishDate 2011
url https://animorepository.dlsu.edu.ph/etd_masteral/7136
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