Title :
Speech recognition network with SC neuron-type components
Author :
Horio, Yoshihiko ; Nakamura, Shogo ; Miyasaka, Hajime ; Takase, Hiroyuki
Author_Institution :
Dept. of Electron. Eng., Tokyo Denki Univ., Japan
Abstract :
A class of neuron-like components based on the switched-capacitor technique is proposed. Furthermore, based on the concepts of the neural network, an algorithm and network topology are proposed, with the aim of achieving real-time monosyllabic speech recognition. By using the proposed networks, a high rate of isolated-word recognition has been achieved by computer simulation.<>
Keywords :
neural nets; speech recognition; switched capacitor networks; SC neuron-type components; computer simulation; isolated-word recognition; network topology; neural network; real-time monosyllabic speech recognition; switched-capacitor technique; Capacitors; Circuits; Clocks; Feature extraction; Filter bank; Hidden Markov models; Network topology; Neural networks; Signal processing algorithms; Speech recognition;
Conference_Titel :
Circuits and Systems, 1988., IEEE International Symposium on
Conference_Location :
Espoo, Finland
DOI :
10.1109/ISCAS.1988.14972
