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IMCL2008 Conference 16-18 April 2008, Amman, Jordan International Conference on Mobile and Computer Aided Learning, IMCL2008, www.imcl-conference.org 1
 

Summary: IMCL2008 Conference 16-18 April 2008, Amman, Jordan
The 3rd
International Conference on Mobile and Computer Aided Learning, IMCL2008, www.imcl-conference.org 1
Speech Recognition using Artificial Neural
Networks and Hidden Markov Models
Mohamad Adnan Al-Alaoui1, Lina Al-Kanj1, Jimmy Azar1, and Elias Yaacoub1
1 American University of Beirut/ECE Department, Beirut, Lebanon
Abstract--In this paper, we compare two different methods
for automatic Arabic speech recognition for isolated words
and sentences. Isolated word/sentence recognition was
performed using cepstral feature extraction by linear
predictive coding, as well as Hidden Markov Models
(HMM) for pattern training and classification. We
implemented a new pattern classification method, where we
used Neural Networks trained using the Al-Alaoui
Algorithm. This new method gave comparable results to the
already implemented HMM method for the recognition of
words, and it has overcome HMM in the recognition of
sentences. The speech recognition system implemented is
part of the Teaching and Learning Using Information

  

Source: Al-Alaoui, Mohamad Adnan - Faculty of Engineering and Architecture, American University of Beirut, Lebanon

 

Collections: Engineering