DocumentCode
3591337
Title
Voice-dial by statistical recognition of continuous speech
Author
Dumitru, Corneliu Octavian ; Gavat, Inge
Volume
1
fYear
2003
Firstpage
157
Abstract
In this paper is presented or work concerning continuous speech recognition in a telephone numbers voice-dialing task realized by statistical modeling. The speech is parametized using the computational inexpensive linear predictive coding (LPC) to determine the LPC, the cepstral LPC and the reflection coefficients. In our tests, the recognizer based on Hidden Markov Models (HMMs) performs better for the cepstral LPC coefficients then for the reflection coefficients or the LPC coefficients.
Keywords
cepstral analysis; hidden Markov models; linear predictive coding; speech recognition; cepstral LPC; continuous speech recognition; hidden Markov models; linear predictive coding; reflection coefficients; statistical modeling; statistical recognition; telephone numbers voice-dialing task; voice dial;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on
Print_ISBN
0-7803-7979-9
Type
conf
DOI
10.1109/SCS.2003.1226972
Filename
5731244
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