Investigation arabic speech recognition using CMU sphinx system
نویسندگان
چکیده
In this paper, Arabic was investigated from the speech recognition problem point of view. We propose a novel approach to build an Arabic automated speech recognition system using Arabic environment. The system, based on the open source CMU Sphinx-4, was trained using Arabic characters.
منابع مشابه
Realisation d'un systeme de reconnaissance automatique de la parole arabe base sur CMU Sphinx
This paper presents the continuation of the work completed by Satori and all. [SCH07] by the realization of an automatic speech recognition system (ASR) for Arabic language based SPHINX 4 system. The previous work was limited to the recognition of the first ten digits, whereas the present work is a remarkable projection consisting in continuous Arabic speech recognition with a rate of recogniti...
متن کاملArabic Speech Recognition System using CMU-Sphinx4
In this paper we present the creation of an Arabic version of Automated Speech Recognition System (ASR). This system is based on the open source Sphinx-4, from the Carnegie Mellon University. Which is a speech recognition system based on discrete hidden Markov models (HMMs). We investigate the changes that must be made to the model to adapt Arabic voice recognition.
متن کاملUnderstanding the CMU Sphinx Speech Recognition System
The Sphinx-II is a speech recognition engine developed by CMU .It can be used to build both small, medium or large vocabulary applications . This project focused on finding out how an speech recognition engine can be implemented using HMM by referring to one of the Sphinx developer’s thesis .We dissected the source code of Sphinx-II , find out each component of an speech recognition system , th...
متن کاملCreating a Mexican Spanish Version of the CMU Sphinx-III Speech Recognition System
In this paper we present the creation of a Mexican Spanish version of the CMU Sphinx-III speech recognition system. We trained acoustic and N-gram language models with a phonetic set of 23 phonemes. Our speech data for training and testing was collected from an auto-attendant system under telephone environments. We present experiments with different language models. Our best result scored an ov...
متن کاملArabic language learning assistance based on automatic speech recognition system
In this work we present the results of a research phase that have been conducted to establish a new system providing Arabic speech recognition with satisfactory performance and independence of the speaker. This system will be integrated into a Computer Assisted Language Learning (CALL) platform. This work describes the development of the above announced system that will acquire as part of the s...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Int. Arab J. Inf. Technol.
دوره 6 شماره
صفحات -
تاریخ انتشار 2009