Pub Date : 1900-01-01DOI: 10.52063/25792652-2023.1.16-172
Meri Hovsepyan
Despite the unifying features in the economic history, the 5 EAEU member states have differences in terms of developments, economic structure, resource provision, role in the world economy, internal and external economic policies, which play a significant role in the process of forming countries' macroeconomic stability and economic balance. In this sense, it is important to study the set of economic indicators resulting from the above circumstances, which has a key role in terms of evaluating the economic developments and vulnerabilities of these countries to external shocks. Ensuring macroeconomic stability is one of the most important directions of the policy adopted by the integration union, however, in the conditions of the turbulence of the global economy, the negative impulses coming from the outside world, as well as the accumulation of internal vulnerabilities, generate serious risks for the implementation of this commitment. As a result of comparing macroeconomic indicators of EAEU member states, statistical data analysis and comparison methods used in the article, it becomes clear that the indicators characterizing macroeconomic stability specified by the Union agreement are necessary, but not sufficient to assess the long-term preservation or disruption of macroeconomic stability in a given period. It is noteworthy that individual countries regularly exceed the threshold levels set for the 3 main indicators defined by the agreement, which gives grounds for concluding about the need to review them or define alternative indicators of macroeconomic stability.
{"title":"Մակրոտնտեսական կայունության ցուցանիշները ԵԱՏՄ անդամ երկրներում","authors":"Meri Hovsepyan","doi":"10.52063/25792652-2023.1.16-172","DOIUrl":"https://doi.org/10.52063/25792652-2023.1.16-172","url":null,"abstract":"Despite the unifying features in the economic history, the 5 EAEU member states \u0000have differences in terms of developments, economic structure, resource provision, role in the world economy, internal and external economic policies, which play a significant role in the process of forming countries' macroeconomic stability and economic balance. \u0000In this sense, it is important to study the set of economic indicators resulting from the \u0000above circumstances, which has a key role in terms of evaluating the economic \u0000developments and vulnerabilities of these countries to external shocks. Ensuring \u0000macroeconomic stability is one of the most important directions of the policy adopted by the integration union, however, in the conditions of the turbulence of the global economy, the negative impulses coming from the outside world, as well as the accumulation of internal vulnerabilities, generate serious risks for the implementation of this commitment.\u0000As a result of comparing macroeconomic indicators of EAEU member states, statistical data analysis and comparison methods used in the article, it becomes clear that the indicators characterizing macroeconomic stability specified by the Union agreement are necessary, but not sufficient to assess the long-term preservation or disruption of macroeconomic stability in a given period. It is noteworthy that individual countries regularly exceed the threshold levels set for the 3 main indicators defined by the agreement, which gives grounds for concluding about the need to review them or define alternative indicators of macroeconomic stability.","PeriodicalId":207059,"journal":{"name":"Scientific Artsakh","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126865290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.52063/25792652-2022.2.13-224
D. Karamyan, T. Karamyan
The article is aimed to represent Armenian automated speech recognition model and its applications in different fields of economy. Because of the lack of Armenian speech corpora, in this article we fine-tuned the voice recognition and text symbol generating parts using a Conformer pre-trained model and a compact Armenian language model. The article focuses the attention of readers on the problem of recognizing human speech and transforming it to a text, especially for non-mainstream languages. The paper is prepared with scientific abstraction and a combined analysis of many recent implementations of the discussed approach. The sources' credibility, relevance and authenticity have been confirmed by their extensive research. As to conclude, though it is pretty challenging to develop ASR model for non-mainstream languages, it was proven that the employment of Conformerbased transformers in conjunction with language models is effective for Armenian speech recognition. It was also proven that the technique employed in this article is applicable for other languages too, with some adjustments.
{"title":"A Conformer Based Automated Speech Recognition for Armenian Language","authors":"D. Karamyan, T. Karamyan","doi":"10.52063/25792652-2022.2.13-224","DOIUrl":"https://doi.org/10.52063/25792652-2022.2.13-224","url":null,"abstract":"The article is aimed to represent Armenian automated speech recognition model and its applications in different fields of economy. Because of the lack of Armenian speech corpora, in this article we fine-tuned the voice recognition and text symbol generating parts using a Conformer pre-trained model and a compact Armenian language model. The article focuses the attention of readers on the problem of recognizing human speech and transforming it to a text, especially for non-mainstream languages. The paper is prepared with scientific abstraction and a combined analysis of many recent implementations of the discussed approach. The sources' credibility, relevance and authenticity have been confirmed by their extensive research. As to conclude, though it is pretty challenging to develop ASR model for non-mainstream languages, it was proven that the employment of Conformerbased transformers in conjunction with language models is effective for Armenian speech recognition. It was also proven that the technique employed in this article is applicable for other languages too, with some adjustments.","PeriodicalId":207059,"journal":{"name":"Scientific Artsakh","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127611570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.52063/25792652-2022.2.13-277
Rafik Khandanyan
In terms of political science and, in particular, constitutional science, Professor Ghambaryan's research is a new approach to the scientific study of the very important and modern issue of state protection.
{"title":"Համառոտ ակնարկ Ա. Ղամբարյանի «Հայոց պետականության պահպանման սահմանադրաիրավական\u0000ուղիները» գրքի վերաբերյալ","authors":"Rafik Khandanyan","doi":"10.52063/25792652-2022.2.13-277","DOIUrl":"https://doi.org/10.52063/25792652-2022.2.13-277","url":null,"abstract":"In terms of political science and, in particular, constitutional science, Professor Ghambaryan's research is a new approach to the scientific study of the very important and modern issue of state protection.","PeriodicalId":207059,"journal":{"name":"Scientific Artsakh","volume":"163 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116636694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}