DocumentCode :
3004304
Title :
A dynamic time warp VLSI processors for continuous speech recognition
Author :
Quenot, Georges ; Gauvain, Jean-Luc ; Gangolf, Jean-Jacques ; Mariani, Joseph
Author_Institution :
LIMSI-CNRS, Orsay Cedex, France
Volume :
11
fYear :
1986
fDate :
31503
Firstpage :
1549
Lastpage :
1552
Abstract :
We present a VLSI processor designed to compute dynamic time warping algorithms for speech recognition with extreme rapidity. This processor works as a coprocessor in a classical system including a standard microprocessor and a digital signal processor. It uses its own local memory for reference utterances and intermediate results. It has been designed to give maximum efficiency on continuous speech recognition applications with or without syntax constraints. Its flexibility permits software optimisation and its use in a large number of different applications. We use a sequential approach for DTW computations and work along the time axis. All the calculations are carried out on each frame of the unknown utterance as soon as it arrives from the DSP and DTW computations therefore take place in real time. Response time is in hundredth of second; intermediate results are obtained before the end of the sentence. A system using this chip will be able to carry out continuous speech recognition in real timee on a vocabulary of 300 references. Many of those chips can be used in parallel on a single system.
Keywords :
Algorithm design and analysis; Application software; Coprocessors; Digital signal processors; Heuristic algorithms; Microprocessors; Process design; Signal processing algorithms; Speech recognition; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '86.
Type :
conf
DOI :
10.1109/ICASSP.1986.1168945
Filename :
1168945
Link To Document :
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