scholarly journals Speech Recognition of Moroccan Dialect Using Hidden Markov Models

2019 ◽  
Vol 8 (1) ◽  
pp. 7 ◽  
Author(s):  
Mouaz Bezoui
Keyword(s):  
Speech Recognition ◽  
Euclidean Distance ◽  
Speaker Identification ◽  
Arab World ◽  
Training Session ◽  
Arab Countries ◽  
Identification System ◽  
Training Phase ◽  
Standard Arabic ◽  
Testing Phase

<p>This paper addresses the development of an Automatic Speech Recognition (ASR) system for the Moroccan Dialect. Dialectal Arabic (DA) refers to the day-to-day vernaculars spoken in the Arab world. In fact, Moroccan Dialect is very different from the Modern Standard Arabic (MSA) because it is highly influenced by the French Language. It is observed throughout all Arab countries that standard Arabic widely written and used for official speech, news papers, public administration and school but not used in everyday conversation and dialect is widely spoken in everyday life but almost never written. we propose to use the Mel Frequency Cepstral Coefficient (MFCC) features to specify the best speaker identification system. The extracted speech features are quantized to a number of centroids using vector quantization algorithm. These centroids constitute the codebook of that speaker. MFCC’s are calculated in training phase and again in testing phase. Speakers uttered same words once in a training session and once in a testing session later. The Euclidean distance between the MFCC’s of each speaker in training phase to the centroids of individual speaker in testing phase is measured and the speaker is identified according to the minimum Euclidean distance. The code is developed in the MATLAB environment and performs the identification satisfactorily.</p>

Method for measuring distortions of a speech signal during its transmission over a communication channel to a biometric identification system

2020 ◽  
pp. 65-72
Author(s):  
V. V. Savchenko ◽  
A. V. Savchenko
Keyword(s):  
Speech Signal ◽  
Communication Channel ◽  
Speaker Identification ◽  
A Priori ◽  
Small Samples ◽  
Practical Implementation ◽  
Identification System ◽  
New Information ◽  
Discrimination Criterion ◽  
A Priori Uncertainty

This paper is devoted to the presence of distortions in a speech signal transmitted over a communication channel to a biometric system during voice-based remote identification. We propose to preliminary correct the frequency spectrum of the received signal based on the pre-distortion principle. Taking into account a priori uncertainty, a new information indicator of speech signal distortions and a method for measuring it in conditions of small samples of observations are proposed. An example of fast practical implementation of the method based on a parametric spectral analysis algorithm is considered. Experimental results of our approach are provided for three different versions of communication channel. It is shown that the usage of the proposed method makes it possible to transform the initially distorted speech signal into compliance on the registered voice template by using acceptable information discrimination criterion. It is demonstrated that our approach may be used in existing biometric systems and technologies of speaker identification.

Reforming Arab Reason

2018 ◽  
Vol 11 (1-2) ◽  
pp. 19-42
Author(s):  
Khalid Shibib
Keyword(s):  
Arab World ◽  
Legal Reasoning ◽  
Decisive Role ◽  
Arab Countries ◽  
Religious Knowledge ◽  
Intrinsic Factors ◽  
Knowledge Based ◽  
Present Information ◽  
Cultural Construct ◽  
Political Economic

As a humanitarian worker who was professionally involved for decades in crisis- and war-shaken countries, the author strove to understand the political, socioeconomic, and cultural factors contributing to conflicts. This contextualization, with a focus on Arab countries, confirmed what other thinkers found: the majority of political, economic, social, cultural, religious, and finally humanitarian crises in the Arab world are man-made and can be attributed to both extrinsic and intrinsic factors. Central to the latter appears to be a shared cultural construct that can be termed “Arab reason.” This essay tries to present information on various aspects of the crisis; to understand why reform efforts come so late and why are they are more difficult for Arabs than for other Muslims. It continues by looking at the knowledge systems that govern Arab reason and their evolution, including the decisive role of the religious knowledge system. From there, it proposes some reform ideas including a renewed legal reasoning process with the goal of a future-oriented, knowledge-based, and inclusive Arab Islamic vision. A pragmatic way forward could be an additional unifying eighth legal school (madhhab/madhāhib) to counter sectarian conflicts and violence. This essay is built on a targeted literature search and is not a comprehensive review of the growing literature generated by distinguished thinkers on various aspects of Arab Islamic identity.

New Feature Vectors using GFCC for Speaker Identification

2018 ◽  
Vol 6 (8) ◽  
pp. 243
Author(s):  
A. Nagesh
Keyword(s):  
Speaker Recognition ◽  
Speaker Identification ◽  
Signal To Noise Ratio ◽  
Main Idea ◽  
Extraction Methods ◽  
Identification System ◽  
Identification Performance ◽  
Feature Vectors ◽  
Overall Performance ◽  
New Feature

The feature vectors of speaker identification system plays a crucial role in the overall performance of the system. There are many new feature vectors extraction methods based on MFCC, but ultimately we want to maximize the performance of SID system.  The objective of this paper to derive Gammatone Frequency Cepstral Coefficients (GFCC) based a new set of feature vectors using Gaussian Mixer model (GMM) for speaker identification. The MFCC are the default feature vectors for speaker recognition, but they are not very robust at the presence of additive noise. The GFCC features in recent studies have shown very good robustness against noise and acoustic change. The main idea is  GFCC features based on GMM feature extraction is to improve the overall speaker identification performance in low signal to noise ratio (SNR) conditions.

Western Scholarship and the Islamic Resurgence in the Arab World

1993 ◽  
Vol 10 (1) ◽  
pp. 49-59
Author(s):  
Mohamed Karbal
Keyword(s):  
Arab World ◽  
Public Organizations ◽  
Arab Countries ◽  
Islamic Fundamentalism ◽  
Armed Struggle ◽  
Islamic Movement ◽  
Party Line ◽  
Private And Public ◽  
Islamic Resurgence ◽  
Western Scholarship

During the last two decades, the politics of certain Arab countrieshave been influenced by various Islamic groups. Some of these groupshave expressed their dissatisfaction with the performances of theirgovernments by Using the available political channels to seek change;others have resorted to violence. Armed protests have taken the form ofbombings, assassinations, and mass demonstrations.Suicide attacks and armed struggle took place against Israeli, American,and French forces in Lebanon (1982-83). President Sadat of Egyptwas assassinated in 1981 by Egyptian military pemnnel who were membersof an Islamic movement. Another armed struggle against the Syrianregime was initiated by the Syrian Islamic Front in 1976-82. Numerousdemonsttations against the governments of Morocco, Algeria, and Tunisiatook place during the 1980s.Other Muslim groups attempted to participate in the decision-makingprocess in their countries. The Society of Muslim Brothers in Egypt encouragedits prominent members to run for election to the Egyptian Parliament.However, the Society was not considered a legal party accordingto Egyptian law. The Wafd, a legitimate party, allowed the Society ofMuslim Brothers to campaign under their banner. As a result, membersof the Society voted in accordance with their ideological and political beliefsrather than the Wafd party line. In Jordan, the Society of MuslimBrothem campaigned as an independent party during the 1988 electionsand won twenty percent of the seats.Due to the Arab countries’ economic and strategic importance, variousgovemments, scholars, and private and public organizations have paid closeattention to these incidents. In an attempt to understand this phenomenon,academic conventions have been held, books and articles have been published,and gmnts have been awarded for research. Western and Arabscholars have described it with such labels as Islamic fundamentalism,revivalism, awakening, reformism, resurgence , renewal, militancy, or simply ...

Immunogenetics of Celiac Disease: A Focus on Arab Countries

2020 ◽  
Vol 20 (4) ◽  
pp. 275-285 ◽  
Author(s):  
Nadin Younes ◽  
Salma Younes ◽  
Ola. A. Alsharabasi ◽  
Mohamed E. El Zowalaty ◽  
Ibrahim Mustafa ◽  
...  
Keyword(s):  
Celiac Disease ◽  
Genetic Epidemiology ◽  
Arab World ◽  
Human Leukocyte ◽  
Epidemiological Studies ◽  
Arab Countries ◽  
Global Perspective ◽  
Genetic Profile ◽  
Leukocyte Antigen ◽  
Genetic And Environmental Factors

Celiac Disease (CD) is a complex immunogenic disease mainly triggered by gluten intake in genetically susceptible individuals with a prevalence of 1 in 100-300. CD results from the interplay between genetic and environmental factors. Genetic susceptibility is believed to play a prominent role in the pathogenicity of CD, mainly due to human leukocyte antigen (HLA)-related class II genes. Although CD is wellrecognized among Arab populations, there are few studies on the genetic epidemiology and prevalence of CD in the Arab countries. Therefore, the aim of this review was to highlight the importance of studying this disease in the Arab world in the context of a global perspective. Within the few studies published so far, it was found that Arab populations have a distinctive susceptibility genetic profile from other ethnic groups with the DQ2.5 and DQ8 genotypes that are considered the major genotypes that confer susceptibility among Arab patients with CD. Our findings will pave the way to perform further epidemiological studies that will help identify potential therapeutic targets against CD among Arab patients that are diagnosed with CD.

scholarly journals The Epidemiology of Cystic Fibrosis in Arab Countries: A Systematic Review

2021 ◽  
Vol 3 (2) ◽  
pp. 490-498
Author(s):  
Samer Hammoudeh ◽  
Wessam Gadelhaq ◽  
Yahya Hani ◽  
Nadia Omar ◽  
Darine El Dimassi ◽  
...  
Keyword(s):  
Cystic Fibrosis ◽  
United Arab Emirates ◽  
Autosomal Recessive ◽  
Arab World ◽  
Life Quality ◽  
Epidemiological Data ◽  
Arab Countries ◽  
Inclusion Criteria ◽  
Multiple Systems ◽  
Endocrine Symptoms

AbstractCystic fibrosis (CF) is a genetic autosomal recessive disease that involves multiple systems. Both life quality and expectation are affected by the debilitating multi-system involvement of the disease which includes pulmonary, gastrointestinal, reproductive, and endocrine symptoms. Very few studies have covered the epidemiological aspects of the disease among Arab countries. To systematically review the available epidemiological literature on cystic fibrosis in order to describe the epidemiological state of this disease in the Arab world, this review used PubMed to search for relevant articles related to patients with cystic fibrosis, with no restriction on gender or age. Google scholar and the snowballing technique were used to locate further articles. A total of 17 articles met the inclusion criteria for this review. These articles were from Bahrain, Egypt, Jordan, Kuwait, Morocco, Oman, Saudi Arabia, Tunisia, and the United Arab Emirates. The articles scored 1.5–6.5 out of 8 on the quality assessment. The epidemiological data reported varied based on country and type of study. The establishment of CF registries is definitely a priority in the region, as well as the need for more research involving CF patients particularly those involving the epidemiological and clinical characteristics of these patients.

scholarly journals The Arab region’s contribution to global COVID-19 research: Bibliometric and visualization analysis

2021 ◽  
Vol 17 (1) ◽  
Author(s):  
Sa’ed H. Zyoud
Keyword(s):  
Public Health ◽  
Saudi Arabia ◽  
Population Size ◽  
Low Income ◽  
Research Output ◽  
Arab World ◽  
The United States ◽  
Arab Countries ◽  
Public Health Issue ◽  
Global Research

Abstract Background At the global level and in the Arab world, particularly in low-income countries, COVID-19 remains a major public health issue. As demonstrated by an incredible number of COVID-19-related publications, the research science community responded rapidly. Therefore, this study was intended to assess the growing contribution of the Arab world to global research on COVID-19. Methods For the period between December 2019 and March 2021, the search for publications was conducted via the Scopus database using terms linked to COVID-19. VOSviewer 1.6.16 software was applied to generate a network map to assess hot topics in this area and determine the collaboration patterns between different countries. Furthermore, the research output of Arab countries was adjusted in relation to population size and gross domestic product (GDP). Results A total of 143,975 publications reflecting the global overall COVID-19 research output were retrieved. By restricting analysis to the publications published by the Arab countries, the research production was 6131 documents, representing 4.26% of the global research output regarding COVID-19. Of all these publications, 3990 (65.08%) were original journal articles, 980 (15.98%) were review articles, 514 (8.38%) were letters and 647 (10.55%) were others, such as editorials or notes. The highest number of COVID-19 publications was published by Saudi Arabia (n = 2186, 35.65%), followed by Egypt (n = 1281, 20.78%) and the United Arab Emirates (UAE), (n = 719, 11.73%). After standardization by population size and GDP, Saudi Arabia, UAE and Lebanon had the highest publication productivity. The collaborations were mostly with researchers from the United States (n = 968), followed by the United Kingdom (n = 661). The main research lines identified in COVID-19 from the Arab world are related to: public health and epidemiology; immunological and pharmaceutical research; signs, symptoms and clinical diagnosis; and virus detection. Conclusions A novel analysis of the latest Arab COVID-19-related studies is discussed in the current study and how these findings are connected to global production. Continuing and improving future collaboration between developing and developed countries will also help to facilitate the sharing of responsibilities for COVID-19 in research results and the implementation of policies for COVID-19.

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