Coevolution of Input Sensors and Recognition System to Design a Very Low Computation Isolated, Word Speech Recognition System

Author

Department of Computer Engineering,Sharif University of Technology

Abstract

Appropriate sensors are a crucial necessity for the success of recognition systems. Nature has always coevolved sensors and recognition systems and this can also be done in artificially intelligent systems. To get a very fast isolated word speech recognition system for a small embedded speech recognizer, an evolutionary approach has been used to create together the required sensors and appropriate recognition structures. The input sensors are designed and evolved through inspiration by the human auditory system and the classification is done by artificial neural networks. The resulting system is compared with a widely used speech recognition system, and the results are quite satisfactory.

Volume 14, Issue 6 - Serial Number 6
Transactions on Computer Science & Engineering and Electrical Engineering (D)
December 2007
  • Receive Date: 14 January 2008
  • Revise Date: 21 December 2024
  • Accept Date: 30 December 2007