DocumentCode :
2812173
Title :
A VLSI architecture for the support of an auditory neural model for hearing and speech processing
Author :
Rodellar, V. ; Gómez, P. ; Hermida, M. ; Díaz, A. ; Newcomb, R.W.
Author_Institution :
Fac. de Inf., Univ. Politecnica de Madrid, Spain
fYear :
1990
fDate :
12-14 Aug 1990
Firstpage :
787
Abstract :
A description is given of the VLSI implementation of a signal processor devoted to the support of both an auditory model and a neural model. The first one has been developed as a digital filter, and is able of separating a given speech trace in a set of channels producing a time-frequency representation of speech at a low rate, allowing large savings in computational complexity. The second model implements a phonetic coding scheme for Spanish using a time delay neural network. The signal processor has been designed using serial arithmetics, which allows large savings in area, and may be extended as a systolic system to implement the whole structure. The floorplan of the chip being designed is presented, and provisions for its proper operation as a single device or in an array are also given. The structure described may be used as a phonetic encoder in a connected speech recognition scheme or as a subsystem in hearing aids
Keywords :
CMOS integrated circuits; VLSI; circuit layout; digital signal processing chips; neural nets; speech analysis and processing; speech recognition; CMOS; Spanish language; VLSI architecture; auditory neural model; chip floorplan; connected speech recognition scheme; digital filter; hearing aids; hearing processing; phonetic coding scheme; phonetic encoder; serial arithmetics; signal processor; speech processing; systolic system; time delay neural network; time-frequency representation; Computational complexity; Delay effects; Digital filters; Neural networks; Process design; Signal design; Signal processing; Speech; Time frequency analysis; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 1990., Proceedings of the 33rd Midwest Symposium on
Conference_Location :
Calgary, Alta.
Print_ISBN :
0-7803-0081-5
Type :
conf
DOI :
10.1109/MWSCAS.1990.140838
Filename :
140838
Link To Document :
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