The speech recognition system under development is a trainable pattern classifier based on a maximum-likelihood technique. An adjustable uncertainty threshold allows the rejection of borderline cases for which the probability of misclassification is high. The syntax of the command language spoken may be used as an aid to recognition, and the system adapts to changes in pronunciation if feedback from the user is available. Words must be separated by .25 second gaps. The system runs in real time on a mini-computer (PDP 11/10) and was tested on 120,000 speech samples from 10- and 100-word vocabularies. The results of these tests were 99.9% correct recognition for a vocabulary consisting of the ten digits, and 99.6% recognition for a 100-word vocabulary of flight commands, with a 5% rejection rate in each case. With no rejection, the recognition accuracies for the same vocabularies were 99.5% and 98.6% respectively

Coler, C. R.

Plummer, R. P.

English

NASA Technical Reports Server

u u er( c -e 
W C O  * c m  
cWYumm.:g :  O 2  k V o U h  
https://ntrs.nasa.gov/search.jsp?R=19790009348 2020-03-20T18:08:07+00:00Z
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s
 
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 T
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