Hybrid continuous speech recognition systems by HMM, MLP and SVM: a comparative study

E Zarrouk, Y Ben Ayed, F Gargouri - International Journal of Speech …, 2014 - Springer
This paper presents a new hybrid method for continuous Arabic speech recognition based
on triphones modelling. To do this, we apply Support Vectors Machine (SVM) as an …

On vowels segmentation and identification using formant transitions in continuous recitation of Quranic Arabic

HR Iqbal, MM Awais, S Masud, S Shamail - New challenges in applied …, 2008 - Springer
This paper provides an analysis of cues to identify Arabic vowels. A new algorithm for vowel
identification has been developed that uses formant frequencies. The algorithm extracts the …

Arabic isolated word speaker dependent recognition system

A Kourd, K Kourd - British Journal of Mathematics & …, 2016 - ebooks.keeplibrary.com
This paper describes the development of a new Arabic isolated word speaker dependent
recognition system based on a combination of several features extraction and classifications …

[PDF][PDF] Speaker-independent natural Arabic speech recognition system

M Elshafei, H Al-Muhtaseb… - … Conference on Intelligent …, 2008 - academia.edu
This paper reports the results of the first phase of a research work for building a high
performance, speaker-independent natural Arabic speech recognition system. This work …

[PDF][PDF] Hybrid SVM/HMM Model for the Arab Phonemes Recognition.

E Zarrouk, Y Benayed - … Arab Journal of Information Technology (IAJIT), 2016 - ccis2k.org
Hidden Markov Models (HMM) are currently widely used in Automatic Speech Recognition
(ASR) as being the most effective models. Yet, they sometimes pose some problems of …

The challenges of developing a living Arabic phonetic dictionary for speech recognition system: A literature review

MH Alhumsi, S Belhassen - Advanced Journal of Social Science, 2021 - journals.aijr.org
Phonetic dictionaries are regarded as pivotal components of speech recognition systems.
The function of speech recognition research is to generate a machine which will accurately …

Reconnaissance automatique de la parole par les modèles connexionnistes

A Amrouche - 2007 - ccdz.cerist.dz
Résumé Dans ce contexte, notre contribution porte sur le développement d'un Système de
Reconnaissance Automatique de la Parole (SRAP) servant à l'identification de mots isolés …

Graphical models for multi-dialect arabic isolated words recognition

E Zarrouk, Y BenAyed, F Gargouri - Procedia Computer Science, 2015 - Elsevier
This paper presents the use of multiple hybrid systems for the recognition of isolated words
from a large multi-dialect Arabic vocabulary. Such as the Hidden Markov models (HMM) …

Arabic speech recognition systems

D AbuZeina, M Elshafei, D AbuZeina… - Cross-Word Modeling for …, 2012 - Springer
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Hybrid SVM/HMM model for the recognition of Arabic triphones-based continuous speech

E Zarrouk, Y Benayed… - 10th International Multi …, 2013 - ieeexplore.ieee.org
Even if the progress of Hidden Markov Models (HMM) is huge, those models lack a
discriminatory ability especially on speech recognition. In order to ameliorate the results of …