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BRAIN: A speech to text transcription approach based on Romanian corpus

Speech recognition applications enable the recognition and translation of spoken languages into text by computers. Due to the fact that the traditional approaches are costly and time consuming, the worldwide industry adopted speech recognition systems.

Andrei Scutelnicu, Anca Diana Bibiri, Mihaela Onofrei, and Mircea Hulea will present in their paper “A speech to text transcription approach based on Romanian corpus” a simple and efficient method for speech to text recognition, based on a machine learning approach, using a Romanian speech corpus.

Main components of a speech recognition system
Main components of a speech recognition system

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Related Posts

  • 41
    Internet reviews can be seen as an efficient communication form, adapted to the digital world of today. However, researchers are, for the most part, oriented towards English based ones. The Romanian language reviews exhibit specific grammar rules and challenges that need customized methods to be dealt with. In their paper, Versavia-Maria Ancusa, Olimpia Ban, and Marian Cornea offer a method for aggregating heterogeneous Romanian language reviews into a homogenous corpus, fit for further analyse. Basically, their aim is to buil a eWOM data cleaning algorithm and apply it on the Romanian language. The algorithm will be based on a three-phase…
    Tags: romanian, method, will, brain, based, journal, learning, machine, corpus
  • 33
    The Massive Open Online Course (MOOC) phenomenon has been growing in popularity and importance in the last decade, receiving valuable recognition from renowned universities from all over the world. MOOC can be simply defined as an online course aimed at unlimited participation and open access via the web. In the latest issue of the BRAIN Journal, Răzvan Bogdan’s paper approaches a modality of integrating MOOCs into embedded systems higher education. The academic field of Embedded Systems aims to enhance student’s understanding through various methods, however students find the concepts as being very monotonous and tend to avoid building practical solutions.…
    Tags: brain, learning, will, method, journal, recognition
  • 26
    \ Academia EduSoft Academia EduSoft is a brand name. It represents the unification of the academic branches of Asociatia EduSoft (NGO) and EduSoft Limited company. You can see information about the two entities at the bottom of this page. Starting with 2010, we edit and publish 3 academic journals for scholars around the world. These journals are indexed by various international indexing services, like Web of Science (Clarivate Analytics / Thomson-Reuters). EBSCO, DOAJ, Google Scholar, CiteSeerX etc. Our journals are interdisciplinary and they cover three main domains of science: BRAIN: Broad Research in Artificial Intelligence and Neuroscience, ISSN: 2067-3957, E-ISSN: (1-4 issues…
    Tags: recognition, journal, brain
  • 25
    Cultural heritage consists not only of objects that we can see and touch, but also immaterial elements like social practices, knowledge, skills, and traditional food. The paper “Ethnolinguistic Audio-visual Atlas of the Cultural Food Heritage of Bacău County – Elements of methodology”, written by Petronela Savin, aims to present the methodology of the platform that contains results from field researches and scientific documentation on local cultural food traditions.The survey involves the older generation from the rural county of Bacӑu, Romania, and once transposed into electronic format it may become a resource for a larger spectrum of activities such as education, economy, and tourism.…
    Tags: will, atlas, brain, learning, journal

BRAIN: An Intelligent Method to Process Romanian Language Internet Reviews

Internet reviews can be seen as an efficient communication form, adapted to the digital world of today. However, researchers are, for the most part, oriented towards English based ones. The Romanian language reviews exhibit specific grammar rules and challenges that need customized methods to be dealt with. In their paper, Versavia-Maria Ancusa, Olimpia Ban, and Marian Cornea offer a method for aggregating heterogeneous Romanian language reviews into a homogenous corpus, fit for further analyse.

Basically, their aim is to buil a eWOM data cleaning algorithm and apply it on the Romanian language. The algorithm will be based on a three-phase process. The first stage consists in data collection, it continues with the basic processing, and focuses, in the last stage, on analyzing.

The eWOM aggregation, processing and analysis
The eWOM aggregation, processing and analysis

(more…)

Related Posts

  • 47
    The electronic word of mouth (eWOM) is a communication form adapted to the digitalized world of today where persons that never met communicate in an impersonal manner. The paper Social Media as Medical Validator written by Laura Broasca, Versavia-Maria Ancusa and Horia Ciocarlie aims to explore the receptiveness towards a negative bias in health-related electronic Word of Mouth. The researchers point out that when evaluating the credibility of the eWOM we should take into account that social factors play an unexpected role, as most people use personal details and peripheral cues, not a clear, logical, fact-based judgement to reach a…
    Tags: ewom, researchers, mouth, word, electronic, brain, journal
  • 41
    Speech recognition applications enable the recognition and translation of spoken languages into text by computers. Due to the fact that the traditional approaches are costly and time consuming, the worldwide industry adopted speech recognition systems. Andrei Scutelnicu, Anca Diana Bibiri, Mihaela Onofrei, and Mircea Hulea will present in their paper “A speech to text transcription approach based on Romanian corpus” a simple and efficient method for speech to text recognition, based on a machine learning approach, using a Romanian speech corpus. The researchers used information from two questionnaires (AMPER-ROM[ANIA] and AMPRom) that belong to the project AMPRom (Romanian multimedia prosodic…
    Tags: romanian, corpus, based, brain, will, method, learning, journal, machine
  • 26
    Because of their ability to reproduce the biological neural networks, ANNs (Artificial neural networks) have found uncountable applications to a wide range of disciplines. Simina Maris, Titus Slavici, Petre Nenu and Liliana Baciu will present in the latest volume of BRAIN journal an article about the usage of artificial intelligence, especially artificial neural networks (ANNs), in the development of an efficient research plan for studying the quality of finite products, in particular wood briquettes obtained from various biomass mixtures. Their work is a response to the needs expressed by a private company (SC Andrei Slavici SRL) searching for innovation in…
    Tags: networks, brain, input, methods, human, șteț, data, processing, emilia, paper
  • 23
    The Massive Open Online Course (MOOC) phenomenon has been growing in popularity and importance in the last decade, receiving valuable recognition from renowned universities from all over the world. MOOC can be simply defined as an online course aimed at unlimited participation and open access via the web. In the latest issue of the BRAIN Journal, Răzvan Bogdan’s paper approaches a modality of integrating MOOCs into embedded systems higher education. The academic field of Embedded Systems aims to enhance student’s understanding through various methods, however students find the concepts as being very monotonous and tend to avoid building practical solutions.…
    Tags: methods, brain, paper, author, online, learning, will, works, method, specific

BRAIN: Validation of Enhanced Emotion Enabled Cognitive Agent Using Virtual Overlay Multi-Agent System Approach

In order to avoid car accidents and ensure safer roads, Autonomous vehicles (AVs) have been created. These vehicles are capable of sensing its environment and navigating without human input, which is indeed a great step towards more secure experiences for drivers. As a method of improvement for the AVs, agent-based collision avoidance components that represent human cognition and emotions have been designed. However, agent-based solutions have not been validated using any key validation technique.

Considering this lack of validation practices, the authors F. Riaz and M. A. Niazi present in their upcoming paper state-of-the-art Emotion Enabled Cognitive Agent (EEC_Agent), which was proposed to avoid lateral collisions between semi-AVs. It is stated in the paper that the main drawback of EEC_Agent is that it is claiming utilization of emotions in making collision avoidance decisions, but no proper emotion generation mechanism has been proposed, which helps the cognitive agent to feel emotion according to the changing in the dynamic environment. In order to overcome this problem, they have redesigned the architecture of EEC_Agent using EABM (Exploratory Agent Based Modeling) and explored the role of OCC (Ortony, Clore & Collins) model in the fear generation of EEC_Agent.

Emotion Enabled Cognitive Agent Architecture
Emotion Enabled Cognitive Agent Architecture

(more…)

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  • 26
    The aim of this journal is to create links between researchers from apparently different scientific fields, such as Computer Science and Neurology. In fact, there are a lot of topics such as Artificial Intelligence, Cognitive Sciences and Neurosciences that can intersect in the study of the brain and its intelligent functions. Our journal contains (in section BRAINovations and BRAINStorming) peer review articles. These articles should be original unpublished articles of the authors. The peer review process is a blind one. The reviewers are well recognized scientists who are part of our scientific board, and independent reviewers. Some innovative young researchers…
    Tags: journal, brain, cognitive, order, authors
  • 23
    Starting with 2010, we edit and publish 3 academic journals for scholars around the world. These journals are indexed by various international  indexing services, like Web of Science (Clarivate Analytics / Thomson-Reuters). EBSCO, DOAJ, Google Scholar, CiteSeerX etc. Our journals are interdisciplinary and they cover three main domains of science: BRAIN: Broad Research in Artificial Intelligence and Neuroscience, ISSN: 2067-3957, E-ISSN: (1-4 issues per year, English) The aim of this journal is to create links between researchers from apparently different scientific fields, such as Computer Science and Neurology. In fact, there are a lot of topics such as Artificial Intelligence, Cognitive…
    Tags: journal, brain, main, cognitive
  • 22
    \ Academia EduSoft Academia EduSoft is a brand name. It represents the unification of the academic branches of Asociatia EduSoft (NGO) and EduSoft Limited company. You can see information about the two entities at the bottom of this page. Starting with 2010, we edit and publish 3 academic journals for scholars around the world. These journals are indexed by various international indexing services, like Web of Science (Clarivate Analytics / Thomson-Reuters). EBSCO, DOAJ, Google Scholar, CiteSeerX etc. Our journals are interdisciplinary and they cover three main domains of science: BRAIN: Broad Research in Artificial Intelligence and Neuroscience, ISSN: 2067-3957, E-ISSN: (1-4 issues…
    Tags: cognitive, journal, brain
  • 21
    Sebastian Fuicu, Mircea Popa, Dalibor Dobrilovic, Marius Marcu and Razvan Bogdan offer a paper named "Developing Distance Learning Environments in the Context of Cross-Border Cooperation" which consists of a collaboration between Politehnica University of Timisoara, Romania and the Technical Faculty "Mihajlo Pupin" of Zrenjanin, Serbia. This paper comes up with a low maintenance cooperation model based on a web cast system that gives both countries the opportunity to access one another's educational material, which is very helpful for pupils and students. Developing different programs and techniques to achieve the best results of distance learning has become a very important point…
    Tags: system, distance, paper, order, great, brain

BRAIN: Pseudo-holographic Displays as Teaching Tools in Mathematics

A pseudo-holographic display is a display that creates a virtual three-dimensional image of an object, producing viewing experiences that are virtually indistinguishable from viewing a true hologram.

In the upcoming issue of BRAIN Journal the researchers Monica Ciobanu, Antoanela Naaji, Ioan Dascal, and Ioan Virag will present in their paper “Pseudo-holographic Displays as Teaching Tools in Mathematics” an innovative approach for the education system. This team of researchers came up with the idea of creating and implementing a set of interactive teaching tool packages (ITTPs) to help students grasp abstract mathematical notions by linking them to a specific physical representation.

holographic-display

(more…)

Related Posts

  • 24
    The Massive Open Online Course (MOOC) phenomenon has been growing in popularity and importance in the last decade, receiving valuable recognition from renowned universities from all over the world. MOOC can be simply defined as an online course aimed at unlimited participation and open access via the web. In the latest issue of the BRAIN Journal, Răzvan Bogdan’s paper approaches a modality of integrating MOOCs into embedded systems higher education. The academic field of Embedded Systems aims to enhance student’s understanding through various methods, however students find the concepts as being very monotonous and tend to avoid building practical solutions.…
    Tags: students, courses, topics, brain, paper, online, system, learning, platforms, will
  • 20
    Timișoara, Romania, November 17-20, 2016 Venue The sessions will be held in the amphitheatres of the Central Library of the University Politehnica of Timisoara, Bul. V. Parvan No. 2B, Timisoara - http://www.upt.ro/Informatii_library-of-upt_409_en.html. Programme The conference program is subject to change. Tuesday, Nov. 1, 2016 Extended deadline: Nov. 6, 2016 Nov. 6: abstract submission and conference registration (including payment) The final papers should be sent after the day of the conference (by December 15, 2016) Thursday, Nov. 17, 2016: Arrival of participants Friday, Nov. 18, 2016 09:00-09.10: Welcome Talks 09:10-09.50: Keynote speaker Dr. Maria Perifanou (University of Macedonia, CONTA Lab, Greece,…
    Tags: learning, technology, teaching, brain, journal, education

BRAIN: Social Media as Medical Validator

The electronic word of mouth (eWOM) is a communication form adapted to the digitalized world of today where persons that never met communicate in an impersonal manner. The paper Social Media as Medical Validator written by Laura Broasca, Versavia-Maria Ancusa and Horia Ciocarlie aims to explore the receptiveness towards a negative bias in health-related electronic Word of Mouth.

The researchers point out that when evaluating the credibility of the eWOM we should take into account that social factors play an unexpected role, as most people use personal details and peripheral cues, not a clear, logical, fact-based judgement to reach a conclusion. And yet, the credibility of the traditional information sources is surpassed by that of eWOM.

Google trends comparison between vaccine-related search words
Google trends comparison between vaccine-related search words

(more…)

Related Posts

  • 47
    Internet reviews can be seen as an efficient communication form, adapted to the digital world of today. However, researchers are, for the most part, oriented towards English based ones. The Romanian language reviews exhibit specific grammar rules and challenges that need customized methods to be dealt with. In their paper, Versavia-Maria Ancusa, Olimpia Ban, and Marian Cornea offer a method for aggregating heterogeneous Romanian language reviews into a homogenous corpus, fit for further analyse. Basically, their aim is to buil a eWOM data cleaning algorithm and apply it on the Romanian language. The algorithm will be based on a three-phase…
    Tags: researchers, brain, journal, ewom, mouth, word, electronic
  • 35
    Social Media in Academia: Research and Teaching provides relevant theoretical frameworks, and the latest research on social media and its challenges in the educational and political context. Our conference is essential for professionals aiming to improve their understanding of social media at different levels of education and in civic/social/political engagement, as well as researchers in the fields of e-learning, educational science, political science, new media, information and communication sciences, and much more. Details about SMART 2015 Keynote speakers Topics of the conference Committees Deadlines and instructions for authors Fee and registration Location of SMART 2015 Participants and Schedule This year, our…
    Tags: media, social, researchers, brain, journal
  • 31
    \ Academia EduSoft Academia EduSoft is a brand name. It represents the unification of the academic branches of Asociatia EduSoft (NGO) and EduSoft Limited company. You can see information about the two entities at the bottom of this page. Starting with 2010, we edit and publish 3 academic journals for scholars around the world. These journals are indexed by various international indexing services, like Web of Science (Clarivate Analytics / Thomson-Reuters). EBSCO, DOAJ, Google Scholar, CiteSeerX etc. Our journals are interdisciplinary and they cover three main domains of science: BRAIN: Broad Research in Artificial Intelligence and Neuroscience, ISSN: 2067-3957, E-ISSN: (1-4 issues…
    Tags: journal, social, brain, media
  • 31
    Daniela Popescul and Mircea Georgescu present a new research indexed in BRAIN Journal on a very actual topic: Generation Y Students in Social Media. The purpose of this study is to estimate what it is known about Generation Y students’ behavior in Social Media (SM), especially in our country. The correct identification of their traits is crucial for the academic community, primarily from the perspective of understanding their authentic needs, as beneficiaries of edifying act, followed by an earnest and consistent adaptation of the offer proposed. In an elongated literature review, Daniela Popescul and Mircea Georgescu endeavor to determine the reasons…
    Tags: media, social, brain