DocumentCode :
3035043
Title :
A redundant hash addressing method adapted for the postprocessing and error-correction of computer recognized speech
Author :
Reuhkala, Erkki ; Jalanko, Matti ; Kohonen, Teuvo
Author_Institution :
Helsinki University of Technology, Espoo, Finland
Volume :
4
fYear :
1979
fDate :
28946
Firstpage :
591
Lastpage :
594
Abstract :
In the recognition of spoken words a frequently applied method is to first convert the acoustic waveforms into phonemic strings which are then compared with prototype strings stored in a dictionary, using some metric. A standard method is to use dynamic programming for comparison of strings with variable length. This procedure, however, is rather slow. A recently introduced principle of string comparison is based on redundant hash addressing, and it is computationally at least an order of magnitude lighter. This method is here applied using multiple prototypes of phonemic strings for each word in the dictionary. The matching criterium thereby applied in fact corresponds to a distance-weighted k-nearest-neighbor classifier which allows length variations in strings.
Keywords :
Acoustic waves; Computer errors; Dictionaries; Dynamic programming; Filter bank; Frequency; Labeling; Prototypes; Speech recognition; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '79.
Type :
conf
DOI :
10.1109/ICASSP.1979.1170639
Filename :
1170639
Link To Document :
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