Control de iluminación con reconocimiento remoto de voz

Juan Carlos Martínez Quintero; Dolly Caicedo Zamora; Jaime Andrade Ramírez

Lighting controL with remote voice recognition

Investigación

Juan Carlos Martínez Quintero Ver Biografía

Universidad Cooperativa de Colombia

Dolly Caicedo Zamora Ver Biografía

Universidad Cooperativa de Colombia

Jaime Andrade Ramírez Ver Biografía

Universidad Cooperativa de Colombia

In this paper, the authors show the development of a system able to recognize five separate words in a low noise environment. The created system allows electronic control of lighting, using the computational power of a personal computer to run the algorithms involved in the processing and recognition of the voice signal. For this process, an algorithm called Fast Fourier Transform and artificial neural networks are used. Implementing the electronic control includes using the zigbee protocol to communicate between the user’s voice acquisition device and the computer. The result is a portable voice recognition system for lighting control, which is only limited by the coverage of the transmission-reception modules used. This work is being developed by the industrial automation research group of the Universidad Cooperativa de Colombia as part of the project “Design and construction of a generic voice activated control module for people with disabilities”, approved in 2009.

Keywords: voice signal processing, zigbee protocol, voice recognition, Artificial Neural Networks (rna), Fast Fourier Transform (fft)

L. Rabiner. “Applications of voice processing to telecommunications”, Proc. ieee, vol. 82, núm. 2, 1994, pp. 199±230.

Maren, A.J., Harston C.T., R.M. Pap. Handbook of neuronal computing applications. Academic Press. 1990, pp. 20-40.

L. Cruz, M. Acevedo. Reconocimiento de voz usando redes neuronales artificiales back propagation y coeficientes lpc. Ciudad de México: CICos. 2008, pp. 89-99. isbn:978-607-00-0165-9.

M.E. Esparza, B. Avalos. Reconocimiento de voz, conciencia tecnológica. Vigésimo segunda edición. México: Instituto Tecnológico de Aguas Calientes. 2003.

Z. García, I. Begoña, I. Angulo, J.M. Martínez, U. Angulo. Microcontroladores avanzados dspic. Controladores digitales de señal. Arquitectura, programación y aplicaciones. Madrid: Paraninfo. 2006, pp. 112-200.

“Utron technology inc”. Utron. Consultado: 15 de enero del 2011, disponible en: http://www.aufzu.de/semi/utron.html

J.C. Valverde. El estandar inalámbrico Zigbee, Perú: Universidad Nacional de Trujillo. 2007. Disponible en: http://seccperu.org/files/ZigBee.pdf.

G. Santos. Inteligencia artificial y matemática aplicada: reconocimiento automático del habla. Segunda edición. Valladolid: Universidad de Valladolid. 2001, pp. 40-80.

B. Plannerer. An introduction to speech recognition. Munich Germany. 2005. Consultado: 10 de enero del 2011. Disponible: www.speech-recognition.de/pdf/introsr.pdf

C. Torres, L. Mattos, G. Perpiñan, J. Castro, J. Pardo. “Reconocimiento automático del habla utilizando la

transformada rápida de Fourier y redes neuronales”, Revista Colombiana de Tecnologías de Avanzada, vol. 2, núm. 6, 2005, pp. 1595-1598.

J.R. Hilera, V.J. Martínez. Redes neuronales artificiales, fundamentos, modelos y aplicaciones. Madrid: Alfa Omega. 2000, pp. 11 – 65.

[1]

J. C. Martínez Quintero, D. Caicedo Zamora, and J. Andrade Ramírez, “Lighting controL with remote voice recognition”, ing. Solidar, vol. 7, no. 13, pp. 35–45, Jan. 2012, Accessed: May 10, 2024. [Online]. Available: https://revistas.ucc.edu.co/index.php/in/article/view/354

Download Citation

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Cession of rights and ethical commitment

As the author of the article, I declare that is an original unpublished work exclusively created by me, that it has not been submitted for simultaneous evaluation by another publication and that there is no impediment of any kind for concession of the rights provided for in this contract.

In this sense, I am committed to await the result of the evaluation by the journal Ingeniería Solidaría before considering its submission to another medium; in case the response by that publication is positive, additionally, I am committed to respond for any action involving claims, plagiarism or any other kind of claim that could be made by third parties.

At the same time, as the author or co-author, I declare that I am completely in agreement with the conditions presented in this work and that I cede all patrimonial rights, in other words, regarding reproduction, public communication, distribution, dissemination, transformation, making it available and all forms of exploitation of the work using any medium or procedure, during the term of the legal protection of the work and in every country in the world, to the Universidad Cooperativa de Colombia Press.

Issue

Vol. 7 No. 13 (2011)

Published

2012-01-15

Downloads

PDF (Spanish)

Metrics

Metrics Loading ...