Title :
A dynamic time warp IC for a one thousand word recognition system
Author :
Kavaler, Robert ; Brodersen, R.W. ; Noll, Tobias G. ; Lowy, Menachem ; Murveit, Hy
Author_Institution :
University of California, Berkeley, CA, USA
Abstract :
Dynamic time warping is considered a superior way to perform time alignment in speech recognition. [1] Unfortunately dynamic programming algorithms require too much computation for conventional computer architectures to handle and still provide good response time with 1000 reference words. This paper presents a single chip that is capable of the performing the dynamic time warp processing necessary for recognizing 1000 words in real-time.
Keywords :
Algorithm design and analysis; Circuits; Computer aided instruction; Computer architecture; Delay; Dictionaries; Dynamic programming; Euclidean distance; Heuristic algorithms; Speech recognition;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '84.
DOI :
10.1109/ICASSP.1984.1172588