Adaptive speech recognition with evolving connectionist systems (original) (raw)
2003, Information Sciences
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A Methodology and a System for Adaptive, Integrated Speech and Image Learning and Recognition
The International Journal of Computers, Systems and Signals, 2004
A methodology and environment for building adaptive speech recognition systems is presented. The development environment is designed for isolated word recognition systems. A small speech recognition system is developed for a home automation system. It is demonstrated that one of the available connectionist models within this environment called ECoS, can accommodate new speakers and expand its output dimensions to recognise new words while maintaining its previously learned knowledge.
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