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