Title :
Voice-dial by statistical recognition of continuous speech
Author :
Dumitru, Corneliu Octavian ; Gavat, Inge
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;
Conference_Titel :
Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on
Print_ISBN :
0-7803-7979-9
DOI :
10.1109/SCS.2003.1226972